{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "fatal: destination path 'librascal' already exists and is not an empty directory.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing d:\\mlsp\\mlsp-project\\librascal\n", " Installing build dependencies: started\n", " Installing build dependencies: finished with status 'done'\n", " Getting requirements to build wheel: started\n", " Getting requirements to build wheel: finished with status 'done'\n", " Preparing metadata (pyproject.toml): started\n", " Preparing metadata (pyproject.toml): finished with status 'done'\n", "Requirement already satisfied: numpy>=1.16.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (2.2.5)\n", "Requirement already satisfied: scipy>=1.4.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (1.15.2)\n", "Requirement already satisfied: matplotlib>=2.0.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (3.10.1)\n", "Requirement already satisfied: ase>=3.19.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (3.25.0)\n", "Requirement already satisfied: contourpy>=1.0.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (1.3.2)\n", "Requirement already satisfied: cycler>=0.10 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (4.57.0)\n", "Requirement already satisfied: kiwisolver>=1.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (1.4.8)\n", "Requirement already satisfied: packaging>=20.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (25.0)\n", "Requirement already satisfied: pillow>=8 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (11.2.1)\n", "Requirement already satisfied: pyparsing>=2.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (3.2.3)\n", "Requirement already satisfied: python-dateutil>=2.7 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (2.9.0.post0)\n", "Requirement already satisfied: six>=1.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from python-dateutil>=2.7->matplotlib>=2.0.0->rascal==0.0.0) (1.17.0)\n", "Building wheels for collected packages: rascal\n", " Building wheel for rascal (pyproject.toml): started\n", " Building wheel for rascal (pyproject.toml): finished with status 'error'\n", "Failed to build rascal\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " error: subprocess-exited-with-error\n", " \n", " × Building wheel for rascal (pyproject.toml) did not run successfully.\n", " │ exit code: 1\n", " ╰─> [80 lines of output]\n", " \n", " \n", " --------------------------------------------------------------------------------\n", " -- Trying 'Ninja (Visual Studio 17 2022 x64 v144)' generator\n", " --------------------------------\n", " ---------------------------\n", " ----------------------\n", " -----------------\n", " ------------\n", " -------\n", " --\n", " Not searching for unused variables given on the command line.\n", " CMake Deprecation Warning at CMakeLists.txt:1 (cmake_minimum_required):\n", " Compatibility with CMake < 3.10 will be removed from a future version of\n", " CMake.\n", " \n", " Update the VERSION argument value. Or, use the ... syntax\n", " to tell CMake that the project requires at least but has been updated\n", " to work with policies introduced by or earlier.\n", " \n", " \n", " -- The C compiler identification is MSVC 19.43.34809.0\n", " -- Detecting C compiler ABI info\n", " -- Detecting C compiler ABI info - done\n", " -- Check for working C compiler: C:/Program Files/Microsoft Visual Studio/2022/Community/VC/Tools/MSVC/14.43.34808/bin/Hostx86/x64/cl.exe - skipped\n", " -- Detecting C compile features\n", " -- Detecting C compile features - done\n", " -- The CXX compiler identification is MSVC 19.43.34809.0\n", " -- Detecting CXX compiler ABI info\n", " -- Detecting CXX compiler ABI info - done\n", " -- Check for working CXX compiler: C:/Program Files/Microsoft Visual Studio/2022/Community/VC/Tools/MSVC/14.43.34808/bin/Hostx86/x64/cl.exe - skipped\n", " -- Detecting CXX compile features\n", " -- Detecting CXX compile features - done\n", " -- Configuring done (3.8s)\n", " -- Generating done (0.0s)\n", " -- Build files have been written to: D:/MLSP/MLSP-Project/librascal/_cmake_test_compile/build\n", " --\n", " -------\n", " ------------\n", " -----------------\n", " ----------------------\n", " ---------------------------\n", " --------------------------------\n", " -- Trying 'Ninja (Visual Studio 17 2022 x64 v144)' generator - success\n", " --------------------------------------------------------------------------------\n", " \n", " Configuring Project\n", " Working directory:\n", " D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-build\n", " Command:\n", " 'C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-1yrimdqu\\overlay\\Lib\\site-packages\\cmake\\data\\bin/cmake.exe' 'D:\\MLSP\\MLSP-Project\\librascal' -G Ninja -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja -D_SKBUILD_FORCE_MSVC=1930 --no-warn-unused-cli '-DCMAKE_INSTALL_PREFIX:PATH=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DPYTHON_VERSION_STRING:STRING=3.11.9 -DSKBUILD:INTERNAL=TRUE '-DCMAKE_MODULE_PATH:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-1yrimdqu\\overlay\\Lib\\site-packages\\skbuild\\resources\\cmake' '-DPYTHON_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPYTHON_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPYTHON_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython_FIND_REGISTRY:STRING=NEVER '-DPython_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython3_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython3_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython3_FIND_REGISTRY:STRING=NEVER '-DPython3_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython3_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja '-DINSTALL_PATH:STRING=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DBUILD_EXAMPLES:BOOL=OFF -DCMAKE_BUILD_TYPE:STRING=Release\n", " \n", " Not searching for unused variables given on the command line.\n", " CMake Error at CMakeLists.txt:1 (cmake_minimum_required):\n", " Compatibility with CMake < 3.5 has been removed from CMake.\n", " \n", " Update the VERSION argument value. Or, use the ... syntax\n", " to tell CMake that the project requires at least but has been updated\n", " to work with policies introduced by or earlier.\n", " \n", " Or, add -DCMAKE_POLICY_VERSION_MINIMUM=3.5 to try configuring anyway.\n", " \n", " \n", " -- Configuring incomplete, errors occurred!\n", " Traceback (most recent call last):\n", " File \"C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-1yrimdqu\\overlay\\Lib\\site-packages\\skbuild\\setuptools_wrap.py\", line 660, in setup\n", " env = cmkr.configure(\n", " ^^^^^^^^^^^^^^^\n", " File \"C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-1yrimdqu\\overlay\\Lib\\site-packages\\skbuild\\cmaker.py\", line 354, in configure\n", " raise SKBuildError(msg)\n", " \n", " An error occurred while configuring with CMake.\n", " Command:\n", " 'C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-1yrimdqu\\overlay\\Lib\\site-packages\\cmake\\data\\bin/cmake.exe' 'D:\\MLSP\\MLSP-Project\\librascal' -G Ninja -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja -D_SKBUILD_FORCE_MSVC=1930 --no-warn-unused-cli '-DCMAKE_INSTALL_PREFIX:PATH=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DPYTHON_VERSION_STRING:STRING=3.11.9 -DSKBUILD:INTERNAL=TRUE '-DCMAKE_MODULE_PATH:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-1yrimdqu\\overlay\\Lib\\site-packages\\skbuild\\resources\\cmake' '-DPYTHON_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPYTHON_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPYTHON_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython_FIND_REGISTRY:STRING=NEVER '-DPython_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython3_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython3_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython3_FIND_REGISTRY:STRING=NEVER '-DPython3_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython3_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja '-DINSTALL_PATH:STRING=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DBUILD_EXAMPLES:BOOL=OFF -DCMAKE_BUILD_TYPE:STRING=Release\n", " Source directory:\n", " D:\\MLSP\\MLSP-Project\\librascal\n", " Working directory:\n", " D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-build\n", " Please see CMake's output for more information.\n", " \n", " [end of output]\n", " \n", " note: This error originates from a subprocess, and is likely not a problem with pip.\n", " ERROR: Failed building wheel for rascal\n", "ERROR: Could not build wheels for rascal, which is required to install pyproject.toml-based projects\n", "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "!git clone https://github.com/lab-cosmo/librascal.git\n", "!cd librascal && pip install . && pip install skcosmo && pip install monty" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: seaborn in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (0.13.2)\n", "Requirement already satisfied: numpy!=1.24.0,>=1.20 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from seaborn) (2.2.5)\n", "Requirement already satisfied: pandas>=1.2 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from seaborn) (2.2.3)\n", "Requirement already satisfied: matplotlib!=3.6.1,>=3.4 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from seaborn) (3.10.1)\n", "Requirement already satisfied: contourpy>=1.0.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.3.2)\n", "Requirement already satisfied: cycler>=0.10 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (4.57.0)\n", "Requirement already satisfied: kiwisolver>=1.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.4.8)\n", "Requirement already satisfied: packaging>=20.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (25.0)\n", "Requirement already satisfied: pillow>=8 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (11.2.1)\n", "Requirement already satisfied: pyparsing>=2.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (3.2.3)\n", "Requirement already satisfied: python-dateutil>=2.7 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (2.9.0.post0)\n", "Requirement already satisfied: pytz>=2020.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from pandas>=1.2->seaborn) (2025.2)\n", "Requirement already satisfied: tzdata>=2022.7 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from pandas>=1.2->seaborn) (2025.2)\n", "Requirement already satisfied: six>=1.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from python-dateutil>=2.7->matplotlib!=3.6.1,>=3.4->seaborn) (1.17.0)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "!pip install seaborn" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: plotly in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (6.0.1)\n", "Requirement already satisfied: narwhals>=1.15.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from plotly) (1.36.0)\n", "Requirement already satisfied: packaging in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from plotly) (25.0)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "!pip install plotly" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import statistics\n", "import plotly.express as px\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", " " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing d:\\mlsp\\mlsp-project\\librascal\n", " Installing build dependencies: started\n", " Installing build dependencies: finished with status 'done'\n", " Getting requirements to build wheel: started\n", " Getting requirements to build wheel: finished with status 'done'\n", " Preparing metadata (pyproject.toml): started\n", " Preparing metadata (pyproject.toml): finished with status 'done'\n", "Requirement already satisfied: numpy>=1.16.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (2.2.5)\n", "Requirement already satisfied: scipy>=1.4.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (1.15.2)\n", "Requirement already satisfied: matplotlib>=2.0.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (3.10.1)\n", "Requirement already satisfied: ase>=3.19.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal==0.0.0) (3.25.0)\n", "Requirement already satisfied: contourpy>=1.0.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (1.3.2)\n", "Requirement already satisfied: cycler>=0.10 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (4.57.0)\n", "Requirement already satisfied: kiwisolver>=1.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (1.4.8)\n", "Requirement already satisfied: packaging>=20.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (25.0)\n", "Requirement already satisfied: pillow>=8 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (11.2.1)\n", "Requirement already satisfied: pyparsing>=2.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (3.2.3)\n", "Requirement already satisfied: python-dateutil>=2.7 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=2.0.0->rascal==0.0.0) (2.9.0.post0)\n", "Requirement already satisfied: six>=1.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from python-dateutil>=2.7->matplotlib>=2.0.0->rascal==0.0.0) (1.17.0)\n", "Building wheels for collected packages: rascal\n", " Building wheel for rascal (pyproject.toml): started\n", " Building wheel for rascal (pyproject.toml): finished with status 'error'\n", "Failed to build rascal\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " error: subprocess-exited-with-error\n", " \n", " × Building wheel for rascal (pyproject.toml) did not run successfully.\n", " │ exit code: 1\n", " ╰─> [80 lines of output]\n", " \n", " \n", " --------------------------------------------------------------------------------\n", " -- Trying 'Ninja (Visual Studio 17 2022 x64 v144)' generator\n", " --------------------------------\n", " ---------------------------\n", " ----------------------\n", " -----------------\n", " ------------\n", " -------\n", " --\n", " Not searching for unused variables given on the command line.\n", " CMake Deprecation Warning at CMakeLists.txt:1 (cmake_minimum_required):\n", " Compatibility with CMake < 3.10 will be removed from a future version of\n", " CMake.\n", " \n", " Update the VERSION argument value. Or, use the ... syntax\n", " to tell CMake that the project requires at least but has been updated\n", " to work with policies introduced by or earlier.\n", " \n", " \n", " -- The C compiler identification is MSVC 19.43.34809.0\n", " -- Detecting C compiler ABI info\n", " -- Detecting C compiler ABI info - done\n", " -- Check for working C compiler: C:/Program Files/Microsoft Visual Studio/2022/Community/VC/Tools/MSVC/14.43.34808/bin/Hostx86/x64/cl.exe - skipped\n", " -- Detecting C compile features\n", " -- Detecting C compile features - done\n", " -- The CXX compiler identification is MSVC 19.43.34809.0\n", " -- Detecting CXX compiler ABI info\n", " -- Detecting CXX compiler ABI info - done\n", " -- Check for working CXX compiler: C:/Program Files/Microsoft Visual Studio/2022/Community/VC/Tools/MSVC/14.43.34808/bin/Hostx86/x64/cl.exe - skipped\n", " -- Detecting CXX compile features\n", " -- Detecting CXX compile features - done\n", " -- Configuring done (2.2s)\n", " -- Generating done (0.0s)\n", " -- Build files have been written to: D:/MLSP/MLSP-Project/librascal/_cmake_test_compile/build\n", " --\n", " -------\n", " ------------\n", " -----------------\n", " ----------------------\n", " ---------------------------\n", " --------------------------------\n", " -- Trying 'Ninja (Visual Studio 17 2022 x64 v144)' generator - success\n", " --------------------------------------------------------------------------------\n", " \n", " Configuring Project\n", " Working directory:\n", " D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-build\n", " Command:\n", " 'C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-lgg84xlj\\overlay\\Lib\\site-packages\\cmake\\data\\bin/cmake.exe' 'D:\\MLSP\\MLSP-Project\\librascal' -G Ninja -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja -D_SKBUILD_FORCE_MSVC=1930 --no-warn-unused-cli '-DCMAKE_INSTALL_PREFIX:PATH=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DPYTHON_VERSION_STRING:STRING=3.11.9 -DSKBUILD:INTERNAL=TRUE '-DCMAKE_MODULE_PATH:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-lgg84xlj\\overlay\\Lib\\site-packages\\skbuild\\resources\\cmake' '-DPYTHON_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPYTHON_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPYTHON_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython_FIND_REGISTRY:STRING=NEVER '-DPython_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython3_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython3_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython3_FIND_REGISTRY:STRING=NEVER '-DPython3_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython3_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja '-DINSTALL_PATH:STRING=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DBUILD_EXAMPLES:BOOL=OFF -DCMAKE_BUILD_TYPE:STRING=Release\n", " \n", " Not searching for unused variables given on the command line.\n", " CMake Error at CMakeLists.txt:1 (cmake_minimum_required):\n", " Compatibility with CMake < 3.5 has been removed from CMake.\n", " \n", " Update the VERSION argument value. Or, use the ... syntax\n", " to tell CMake that the project requires at least but has been updated\n", " to work with policies introduced by or earlier.\n", " \n", " Or, add -DCMAKE_POLICY_VERSION_MINIMUM=3.5 to try configuring anyway.\n", " \n", " \n", " -- Configuring incomplete, errors occurred!\n", " Traceback (most recent call last):\n", " File \"C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-lgg84xlj\\overlay\\Lib\\site-packages\\skbuild\\setuptools_wrap.py\", line 660, in setup\n", " env = cmkr.configure(\n", " ^^^^^^^^^^^^^^^\n", " File \"C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-lgg84xlj\\overlay\\Lib\\site-packages\\skbuild\\cmaker.py\", line 354, in configure\n", " raise SKBuildError(msg)\n", " \n", " An error occurred while configuring with CMake.\n", " Command:\n", " 'C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-lgg84xlj\\overlay\\Lib\\site-packages\\cmake\\data\\bin/cmake.exe' 'D:\\MLSP\\MLSP-Project\\librascal' -G Ninja -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja -D_SKBUILD_FORCE_MSVC=1930 --no-warn-unused-cli '-DCMAKE_INSTALL_PREFIX:PATH=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DPYTHON_VERSION_STRING:STRING=3.11.9 -DSKBUILD:INTERNAL=TRUE '-DCMAKE_MODULE_PATH:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-build-env-lgg84xlj\\overlay\\Lib\\site-packages\\skbuild\\resources\\cmake' '-DPYTHON_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPYTHON_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPYTHON_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython_FIND_REGISTRY:STRING=NEVER '-DPython_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' '-DPython3_EXECUTABLE:PATH=D:\\MLSP\\MLSP-Project\\Project\\Scripts\\python.exe' '-DPython3_ROOT_DIR:PATH=D:\\MLSP\\MLSP-Project\\Project' -DPython3_FIND_REGISTRY:STRING=NEVER '-DPython3_INCLUDE_DIR:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\Include' '-DPython3_LIBRARY:PATH=C:\\Users\\SrinadhVura\\AppData\\Local\\Programs\\Python\\Python311\\libs\\python311.lib' -DCMAKE_MAKE_PROGRAM:FILEPATH=ninja '-DINSTALL_PATH:STRING=D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-install' -DBUILD_EXAMPLES:BOOL=OFF -DCMAKE_BUILD_TYPE:STRING=Release\n", " Source directory:\n", " D:\\MLSP\\MLSP-Project\\librascal\n", " Working directory:\n", " D:\\MLSP\\MLSP-Project\\librascal\\_skbuild\\win-amd64-3.11\\cmake-build\n", " Please see CMake's output for more information.\n", " \n", " [end of output]\n", " \n", " note: This error originates from a subprocess, and is likely not a problem with pip.\n", " ERROR: Failed building wheel for rascal\n", "ERROR: Could not build wheels for rascal, which is required to install pyproject.toml-based projects\n", "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "!cd librascal && pip install . && pip install skcosmo && pip install monty" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "## Adding first dataset (potential: DD, PKA energy < 100)\n", "path = \"Copy of andrea-dd-dataLte100.npy\"\n", "data = np.load(path, allow_pickle=True)\n", "data = data[None][0]\n", "dataXorig = []\n", "dataY = []\n", "dataPe = []\n", "dataKe = []\n", "for x, y, z in zip(data['x'], data['y'], data['z']):\n", " if y > 3: continue # We only want 0 and 1 labels for this activity\n", " dataXorig.append(x)\n", " dataY.append(y)\n", " dataPe.append(z['pe'])\n", " dataKe.append(z['ke'])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "featLen = 30 # we are restricting to first thirty nearest neighbours\n", "dataAtoms = [x[0][0:featLen+1] for x in dataXorig]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "featLen = 30\n", "dataX = [x[1][1:featLen+1] for x in dataXorig]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: rascal in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (0.3.10)\n", "Collecting numpy<1.24,>=1.16 (from rascal)\n", " Using cached numpy-1.23.5-cp311-cp311-win_amd64.whl.metadata (2.3 kB)\n", "Requirement already satisfied: scipy>=1.3.3 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal) (1.15.2)\n", "Requirement already satisfied: pynverse>=0.1.4 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal) (0.1.4.6)\n", "Requirement already satisfied: matplotlib>=3.0.3 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal) (3.10.1)\n", "Requirement already satisfied: tqdm>=4.48.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from rascal) (4.67.1)\n", "Requirement already satisfied: contourpy>=1.0.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (1.3.2)\n", "Requirement already satisfied: cycler>=0.10 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (4.57.0)\n", "Requirement already satisfied: kiwisolver>=1.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (1.4.8)\n", "Requirement already satisfied: packaging>=20.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (25.0)\n", "Requirement already satisfied: pillow>=8 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (11.2.1)\n", "Requirement already satisfied: pyparsing>=2.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (3.2.3)\n", "Requirement already satisfied: python-dateutil>=2.7 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.0.3->rascal) (2.9.0.post0)\n", "Requirement already satisfied: colorama in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from tqdm>=4.48.0->rascal) (0.4.6)\n", "Requirement already satisfied: six>=1.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from python-dateutil>=2.7->matplotlib>=3.0.3->rascal) (1.17.0)\n", "Using cached numpy-1.23.5-cp311-cp311-win_amd64.whl (14.6 MB)\n", "Installing collected packages: numpy\n", " Attempting uninstall: numpy\n", " Found existing installation: numpy 2.2.5\n", " Uninstalling numpy-2.2.5:\n", " Successfully uninstalled numpy-2.2.5\n", "Successfully installed numpy-1.23.5\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " WARNING: Failed to remove contents in a temporary directory 'D:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\~=mpy.libs'.\n", " You can safely remove it manually.\n", " WARNING: Failed to remove contents in a temporary directory 'D:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\~%mpy'.\n", " You can safely remove it manually.\n", "ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", "numba 0.61.2 requires numpy<2.3,>=1.24, but you have numpy 1.23.5 which is incompatible.\n", "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: ase in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (3.25.0)\n", "Requirement already satisfied: numpy>=1.19.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ase) (1.23.5)\n", "Requirement already satisfied: scipy>=1.6.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ase) (1.15.2)\n", "Requirement already satisfied: matplotlib>=3.3.4 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ase) (3.10.1)\n", "Requirement already satisfied: contourpy>=1.0.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (1.3.2)\n", "Requirement already satisfied: cycler>=0.10 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (4.57.0)\n", "Requirement already satisfied: kiwisolver>=1.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (1.4.8)\n", "Requirement already satisfied: packaging>=20.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (25.0)\n", "Requirement already satisfied: pillow>=8 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (11.2.1)\n", "Requirement already satisfied: pyparsing>=2.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (3.2.3)\n", "Requirement already satisfied: python-dateutil>=2.7 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from matplotlib>=3.3.4->ase) (2.9.0.post0)\n", "Requirement already satisfied: six>=1.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from python-dateutil>=2.7->matplotlib>=3.3.4->ase) (1.17.0)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n", "ERROR: Could not find a version that satisfies the requirement rascal.representations (from versions: none)\n", "ERROR: No matching distribution found for rascal.representations\n", "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "!pip install rascal\n", "!pip install ase\n", "!pip install rascal.representations" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\rascal\\calibrator.py:9: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n", " from tqdm.autonotebook import tqdm\n" ] } ], "source": [ "%matplotlib inline\n", "from matplotlib import pylab as plt\n", " \n", "import time\n", "import rascal\n", "import json\n", " \n", "import ase\n", "from ase.io import read, write\n", "from ase.build import make_supercell\n", "from ase.visualize import view\n", "import numpy as np\n", " \n", "\n", "\n", " " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Note: you may need to restart the kernel to use updated packages.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: plotly in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (6.0.1)\n", "Requirement already satisfied: narwhals>=1.15.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from plotly) (1.36.0)\n", "Requirement already satisfied: packaging in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from plotly) (25.0)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: ipywidgets in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (8.1.6)\n", "Requirement already satisfied: comm>=0.1.3 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipywidgets) (0.2.2)\n", "Requirement already satisfied: ipython>=6.1.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipywidgets) (9.1.0)\n", "Requirement already satisfied: traitlets>=4.3.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipywidgets) (5.14.3)\n", "Requirement already satisfied: widgetsnbextension~=4.0.14 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipywidgets) (4.0.14)\n", "Requirement already satisfied: jupyterlab_widgets~=3.0.14 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipywidgets) (3.0.14)\n", "Requirement already satisfied: colorama in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (0.4.6)\n", "Requirement already satisfied: decorator in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (5.2.1)\n", "Requirement already satisfied: ipython-pygments-lexers in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (1.1.1)\n", "Requirement already satisfied: jedi>=0.16 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (0.19.2)\n", "Requirement already satisfied: matplotlib-inline in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (0.1.7)\n", "Requirement already satisfied: prompt_toolkit<3.1.0,>=3.0.41 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (3.0.51)\n", "Requirement already satisfied: pygments>=2.4.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (2.19.1)\n", "Requirement already satisfied: stack_data in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (0.6.3)\n", "Requirement already satisfied: typing_extensions>=4.6 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from ipython>=6.1.0->ipywidgets) (4.13.2)\n", "Requirement already satisfied: parso<0.9.0,>=0.8.4 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.4)\n", "Requirement already satisfied: wcwidth in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from prompt_toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets) (0.2.13)\n", "Requirement already satisfied: executing>=1.2.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from stack_data->ipython>=6.1.0->ipywidgets) (2.2.0)\n", "Requirement already satisfied: asttokens>=2.1.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from stack_data->ipython>=6.1.0->ipywidgets) (3.0.0)\n", "Requirement already satisfied: pure-eval in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from stack_data->ipython>=6.1.0->ipywidgets) (0.2.3)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "# Install required packages for visualization\n", "%pip install nbformat>=4.2.0\n", "%pip install plotly\n", "%pip install ipywidgets" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", " warnings.warn(\n" ] } ], "source": [ "from sklearn.manifold import TSNE\n", "tsne=TSNE(n_components=2,n_iter=300)\n", "tsne_tr=tsne.fit_transform(np.array(dataX))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "df_tsne = pd.DataFrame(tsne_tr)\n", "df_tsne = df_tsne.assign(isDefect=dataY)\n", "df_tsne = df_tsne.assign(pe=dataPe)\n", "df_tsne = df_tsne.assign(ke=dataKe)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "df_tsne.to_csv(\"tsne_data.csv\",index=False)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "0=%{x}
1=%{y}
isDefect=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": 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"dtype": "i1" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "showlegend": false, "type": "scattergl", "x": { "bdata": 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", 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0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "0" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "1" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "px.scatter(df_tsne, x = 0, y=1, color=\"isDefect\")" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Component_1=%{x}
Component_2=%{y}
Component_3=%{z}
isDefect=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            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"dtype": "i1" }, "coloraxis": "coloraxis", "opacity": 0.5, "symbol": "circle" }, "mode": "markers", "name": "", "scene": "scene", "showlegend": false, "type": "scatter3d", "x": { "bdata": 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", 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", 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"histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "3D Scatter Plot of t-SNE Components" } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from sklearn.manifold import TSNE\n", "import numpy as np\n", "import pandas as pd\n", "import plotly.express as px\n", "\n", "# Perform t-SNE with 3 components\n", "tsne = TSNE(n_components=3, n_iter=300)\n", "tsne_tr = tsne.fit_transform(np.array(dataX))\n", "\n", "# Create a DataFrame for the transformed data\n", "df_tsne = pd.DataFrame(tsne_tr, columns=['Component_1', 'Component_2', 'Component_3'])\n", "df_tsne = df_tsne.assign(isDefect=dataY)\n", "df_tsne = df_tsne.assign(pe=dataPe)\n", "df_tsne = df_tsne.assign(ke=dataKe)\n", "\n", "# Create a 3D scatter plot\n", "fig = px.scatter_3d(df_tsne, \n", " x='Component_1', \n", " y='Component_2', \n", " z='Component_3', \n", " color='isDefect', \n", " title=\"3D Scatter Plot of t-SNE Components\",\n", " opacity=0.5)\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Component_1=%{x}
Component_2=%{y}
Component_3=%{z}
isDefect=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            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"dtype": "i1" }, "coloraxis": "coloraxis", "opacity": 0.5, "symbol": "circle" }, "mode": "markers", "name": "", "scene": "scene", "showlegend": false, "type": "scatter3d", "x": { "bdata": 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", 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", 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"#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "3D Scatter Plot of t-SNE Components" } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = px.scatter_3d(df_tsne, \n", " x='Component_1', \n", " y='Component_2', \n", " z='Component_3', \n", " color='isDefect', \n", " title=\"3D Scatter Plot of t-SNE Components\",\n", " opacity=0.5)\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: umap in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (0.1.1)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "!pip install umap\n", "import umap" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# !pip3 uninstall umap\n", "# !pip3 install umap-learn" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Note: you may need to restart the kernel to use updated packages.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", "rascal 0.3.10 requires numpy<1.24,>=1.16, but you have numpy 2.2.5 which is incompatible.\n", "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "%pip install --upgrade numpy>=1.24\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "UMAP shape: (42699, 2)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] } ], "source": [ "from umap.umap_ import UMAP\n", "unimap=UMAP()\n", "uni_x=unimap.fit(dataX)\n", "umap_x=unimap.transform(dataX)\n", "print(\"UMAP shape: \", umap_x.shape)\n", "uni_df=pd.DataFrame(data=umap_x,columns=['umap comp.1','umap comp.2'])" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "umap comp.1=%{x}
umap comp.2=%{y}
isDefect=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            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"dtype": "i1" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "showlegend": false, "type": "scattergl", "x": { "bdata": 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", 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"standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "umap comp.1" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "umap comp.2" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dfU=pd.DataFrame(uni_df)\n", "dfU['isDefect']=dataY\n", "px.scatter(dfU,x='umap comp.1',y='umap comp.2',color='isDefect')" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "def tsne_ncomp(xtrain,xtest,ytrain,ytest,comps):\n", " combined_data = np.vstack((xtrain, xtest))\n", " combined_labels = np.hstack((ytrain, ytest))\n", " tsne = TSNE(n_components=comps, n_iter=300)\n", " tsne_transformed = tsne.fit_transform(combined_data)\n", " \n", " # Split the transformed data back into training and testing sets\n", " train_size = xtrain.shape[0]\n", " tsne_train = tsne_transformed[:train_size]\n", " tsne_test = tsne_transformed[train_size:]\n", " \n", " # Create DataFrames for train and test\n", " train_df = pd.DataFrame(tsne_train, columns=[f'Component_{i+1}' for i in range(comps)])\n", " train_df['isDefect'] = ytrain\n", " \n", " test_df = pd.DataFrame(tsne_test, columns=[f'Component_{i+1}' for i in range(comps)])\n", " test_df['isDefect'] = ytest\n", " \n", " return train_df, test_df" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[1, 2, 3]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "list(range(1,4))" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 1\n", "[[1969 0 0 135]\n", " [ 0 1458 561 169]\n", " [ 0 547 972 632]\n", " [ 167 152 624 1154]]\n", " precision recall f1-score support\n", "\n", " 0 0.92 0.94 0.93 2104\n", " 1 0.68 0.67 0.67 2188\n", " 2 0.45 0.45 0.45 2151\n", " 3 0.55 0.55 0.55 2097\n", "\n", " accuracy 0.65 8540\n", " macro avg 0.65 0.65 0.65 8540\n", "weighted avg 0.65 0.65 0.65 8540\n", "\n", "Test Accuracy: 65.02%\n", "Train Accuracy: 99.96%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 2\n", "[[2062 0 0 42]\n", " [ 0 1744 326 118]\n", " [ 0 442 1238 471]\n", " [ 62 139 565 1331]]\n", " precision recall f1-score support\n", "\n", " 0 0.97 0.98 0.98 2104\n", " 1 0.75 0.80 0.77 2188\n", " 2 0.58 0.58 0.58 2151\n", " 3 0.68 0.63 0.66 2097\n", "\n", " accuracy 0.75 8540\n", " macro avg 0.75 0.75 0.75 8540\n", "weighted avg 0.74 0.75 0.75 8540\n", "\n", "Test Accuracy: 74.65%\n", "Train Accuracy: 99.99%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 3\n", "[[2060 0 0 44]\n", " [ 0 1861 252 75]\n", " [ 0 425 1318 408]\n", " [ 53 125 480 1439]]\n", " precision recall f1-score support\n", "\n", " 0 0.97 0.98 0.98 2104\n", " 1 0.77 0.85 0.81 2188\n", " 2 0.64 0.61 0.63 2151\n", " 3 0.73 0.69 0.71 2097\n", "\n", " accuracy 0.78 8540\n", " macro avg 0.78 0.78 0.78 8540\n", "weighted avg 0.78 0.78 0.78 8540\n", "\n", "Test Accuracy: 78.20%\n", "Train Accuracy: 100.00%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 4\n", "[[2065 0 0 39]\n", " [ 0 1872 221 95]\n", " [ 1 390 1461 299]\n", " [ 51 115 406 1525]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.98 0.98 2104\n", " 1 0.79 0.86 0.82 2188\n", " 2 0.70 0.68 0.69 2151\n", " 3 0.78 0.73 0.75 2097\n", "\n", " accuracy 0.81 8540\n", " macro avg 0.81 0.81 0.81 8540\n", "weighted avg 0.81 0.81 0.81 8540\n", "\n", "Test Accuracy: 81.07%\n", "Train Accuracy: 100.00%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 5\n", "[[2068 0 0 36]\n", " [ 0 1909 198 81]\n", " [ 0 369 1505 277]\n", " [ 45 104 362 1586]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.98 0.98 2104\n", " 1 0.80 0.87 0.84 2188\n", " 2 0.73 0.70 0.71 2151\n", " 3 0.80 0.76 0.78 2097\n", "\n", " accuracy 0.83 8540\n", " macro avg 0.83 0.83 0.83 8540\n", "weighted avg 0.83 0.83 0.83 8540\n", "\n", "Test Accuracy: 82.76%\n", "Train Accuracy: 100.00%\n", "---------------------------------------------------------------\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.metrics import classification_report, confusion_matrix, accuracy_score\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.decomposition import PCA\n", "import matplotlib.pyplot as plt\n", "\n", "# Initialize lists to store accuracies\n", "train_accs = []\n", "test_accs = []\n", "\n", "# Iterate over the number of PCA components (1 to 10)\n", "for i in range(1, 6): # PCA components from 1 to 10\n", " # Split the data into training and testing sets\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX, dataY, test_size=0.2, random_state=42)\n", " \n", " # Standardize the data\n", " scaler = StandardScaler()\n", " xtrain = scaler.fit_transform(xtrain)\n", " xtest = scaler.transform(xtest)\n", " \n", " # Apply PCA\n", " pca = PCA(n_components=i)\n", " xtrain_pca = pca.fit_transform(xtrain)\n", " xtest_pca = pca.transform(xtest)\n", " \n", " # Train a Random Forest Classifier\n", " RForest = RandomForestClassifier(n_estimators=95, random_state=42)\n", " RForest.fit(xtrain_pca, ytrain)\n", " \n", " # Make predictions\n", " y_predtrain = RForest.predict(xtrain_pca)\n", " y_predtest = RForest.predict(xtest_pca)\n", " \n", " # Print metrics\n", " print(\"---------------------------------------------------------------\")\n", " print(f\"Number of Components: {i}\")\n", " print(confusion_matrix(ytest, y_predtest))\n", " print(classification_report(ytest, y_predtest))\n", " print(f\"Test Accuracy: {accuracy_score(ytest, y_predtest) * 100:.2f}%\")\n", " print(f\"Train Accuracy: {accuracy_score(ytrain, y_predtrain) * 100:.2f}%\")\n", " print(\"---------------------------------------------------------------\")\n", " \n", " # Append accuracies for plotting\n", " train_accs.append((i, accuracy_score(ytrain, y_predtrain) * 100))\n", " test_accs.append((i, accuracy_score(ytest, y_predtest) * 100))\n", "\n", "# Plot Train vs Test Accuracy\n", "plt.plot(*zip(*train_accs), label='Train Accuracy')\n", "plt.plot(*zip(*test_accs), label='Test Accuracy')\n", "plt.xlabel('Number of Components')\n", "plt.ylabel('Accuracy (%)')\n", "plt.title('Train vs Test Accuracy (PCA)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 1\n", "[[2064 0 0 40]\n", " [ 0 1769 357 62]\n", " [ 0 637 1303 211]\n", " [ 161 81 931 924]]\n", " precision recall f1-score support\n", "\n", " 0 0.93 0.98 0.95 2104\n", " 1 0.71 0.81 0.76 2188\n", " 2 0.50 0.61 0.55 2151\n", " 3 0.75 0.44 0.55 2097\n", "\n", " accuracy 0.71 8540\n", " macro avg 0.72 0.71 0.70 8540\n", "weighted avg 0.72 0.71 0.70 8540\n", "\n", "Test Accuracy: 70.96%\n", "Train Accuracy: 70.52%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 2\n", "[[2061 0 0 43]\n", " [ 0 1905 188 95]\n", " [ 0 507 1406 238]\n", " [ 52 162 630 1253]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.98 0.98 2104\n", " 1 0.74 0.87 0.80 2188\n", " 2 0.63 0.65 0.64 2151\n", " 3 0.77 0.60 0.67 2097\n", "\n", " accuracy 0.78 8540\n", " macro avg 0.78 0.78 0.77 8540\n", "weighted avg 0.78 0.78 0.77 8540\n", "\n", "Test Accuracy: 77.58%\n", "Train Accuracy: 76.87%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 3\n", "[[2066 0 0 38]\n", " [ 0 1932 180 76]\n", " [ 0 463 1371 317]\n", " [ 52 142 486 1417]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.98 0.98 2104\n", " 1 0.76 0.88 0.82 2188\n", " 2 0.67 0.64 0.65 2151\n", " 3 0.77 0.68 0.72 2097\n", "\n", " accuracy 0.79 8540\n", " macro avg 0.79 0.79 0.79 8540\n", "weighted avg 0.79 0.79 0.79 8540\n", "\n", "Test Accuracy: 79.46%\n", "Train Accuracy: 79.68%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 4\n", "[[2070 0 0 34]\n", " [ 0 1915 190 83]\n", " [ 0 432 1453 266]\n", " [ 48 117 413 1519]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.98 0.98 2104\n", " 1 0.78 0.88 0.82 2188\n", " 2 0.71 0.68 0.69 2151\n", " 3 0.80 0.72 0.76 2097\n", "\n", " accuracy 0.81 8540\n", " macro avg 0.81 0.81 0.81 8540\n", "weighted avg 0.81 0.81 0.81 8540\n", "\n", "Test Accuracy: 81.46%\n", "Train Accuracy: 81.78%\n", "---------------------------------------------------------------\n", "---------------------------------------------------------------\n", "Number of Components: 5\n", "[[2071 0 0 33]\n", " [ 0 1942 154 92]\n", " [ 0 427 1425 299]\n", " [ 49 113 380 1555]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.98 0.98 2104\n", " 1 0.78 0.89 0.83 2188\n", " 2 0.73 0.66 0.69 2151\n", " 3 0.79 0.74 0.76 2097\n", "\n", " accuracy 0.82 8540\n", " macro avg 0.82 0.82 0.82 8540\n", "weighted avg 0.82 0.82 0.82 8540\n", "\n", "Test Accuracy: 81.89%\n", "Train Accuracy: 82.74%\n", "---------------------------------------------------------------\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from catboost import CatBoostClassifier\n", "from sklearn.metrics import classification_report, confusion_matrix, accuracy_score\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.decomposition import PCA\n", "import matplotlib.pyplot as plt\n", "\n", "# Initialize lists to store accuracies\n", "train_accs = []\n", "test_accs = []\n", "\n", "# Iterate over the number of PCA components (1 to 10)\n", "for i in range(1, 6): # PCA components from 1 to 10\n", " # Split the data into training and testing sets\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX, dataY, test_size=0.2, random_state=42)\n", " \n", " # Standardize the data\n", " scaler = StandardScaler()\n", " xtrain = scaler.fit_transform(xtrain)\n", " xtest = scaler.transform(xtest)\n", " \n", " # Apply PCA\n", " pca = PCA(n_components=i)\n", " xtrain_pca = pca.fit_transform(xtrain)\n", " xtest_pca = pca.transform(xtest)\n", " \n", " # Initialize and train CatBoostClassifier\n", " catboost_model = CatBoostClassifier(iterations=100, learning_rate=0.1, depth=6, verbose=0, random_state=42)\n", " catboost_model.fit(xtrain_pca, ytrain)\n", " \n", " # Predictions\n", " y_predtrain = catboost_model.predict(xtrain_pca)\n", " y_predtest = catboost_model.predict(xtest_pca)\n", " \n", " # Print metrics\n", " print(\"---------------------------------------------------------------\")\n", " print(f\"Number of Components: {i}\")\n", " print(confusion_matrix(ytest, y_predtest))\n", " print(classification_report(ytest, y_predtest))\n", " print(f\"Test Accuracy: {accuracy_score(ytest, y_predtest) * 100:.2f}%\")\n", " print(f\"Train Accuracy: {accuracy_score(ytrain, y_predtrain) * 100:.2f}%\")\n", " print(\"---------------------------------------------------------------\")\n", " \n", " # Append accuracies for plotting\n", " train_accs.append((i, accuracy_score(ytrain, y_predtrain) * 100))\n", " test_accs.append((i, accuracy_score(ytest, y_predtest) * 100))\n", "\n", "# Plot Train vs Test Accuracy\n", "plt.plot(*zip(*train_accs), label='Train Accuracy')\n", "plt.plot(*zip(*test_accs), label='Test Accuracy')\n", "plt.xlabel('Number of Components')\n", "plt.ylabel('Accuracy (%)')\n", "plt.title('Train vs Test Accuracy (PCA + CatBoost)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 1\n", "[[2050 0 0 54]\n", " [ 0 1512 481 195]\n", " [ 0 461 1192 498]\n", " [ 57 160 462 1418]]\n", " precision recall f1-score support\n", "\n", " 0 0.97 0.97 0.97 2104\n", " 1 0.71 0.69 0.70 2188\n", " 2 0.56 0.55 0.56 2151\n", " 3 0.65 0.68 0.67 2097\n", "\n", " accuracy 0.72 8540\n", " macro avg 0.72 0.72 0.72 8540\n", "weighted avg 0.72 0.72 0.72 8540\n", "\n", "72.27166276346604\n", "99.97072513832373\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 2\n", "[[2084 0 0 20]\n", " [ 0 1873 227 88]\n", " [ 0 359 1474 318]\n", " [ 36 103 341 1617]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.99 0.99 2104\n", " 1 0.80 0.86 0.83 2188\n", " 2 0.72 0.69 0.70 2151\n", " 3 0.79 0.77 0.78 2097\n", "\n", " accuracy 0.83 8540\n", " macro avg 0.82 0.83 0.82 8540\n", "weighted avg 0.82 0.83 0.82 8540\n", "\n", "82.52927400468384\n", "100.0\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 3\n", "[[2084 1 0 19]\n", " [ 0 1907 215 66]\n", " [ 0 336 1596 219]\n", " [ 28 88 302 1679]]\n", " precision recall f1-score support\n", "\n", " 0 0.99 0.99 0.99 2104\n", " 1 0.82 0.87 0.84 2188\n", " 2 0.76 0.74 0.75 2151\n", " 3 0.85 0.80 0.82 2097\n", "\n", " accuracy 0.85 8540\n", " macro avg 0.85 0.85 0.85 8540\n", "weighted avg 0.85 0.85 0.85 8540\n", "\n", "85.08196721311475\n", "100.0\n", "---------------------------------------------------------------\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.metrics import classification_report, confusion_matrix,accuracy_score\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "train_accs=[]\n", "test_accs=[]\n", "for i in range(1,4):\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX, dataY, test_size=0.2, random_state=42)\n", " scaler = StandardScaler()\n", " xtrain = scaler.fit_transform(xtrain)\n", " xtest = scaler.transform(xtest)\n", " train_df, test_df = tsne_ncomp(xtrain, xtest, ytrain, ytest, i)\n", " xtrain=train_df.drop(columns=['isDefect'])\n", " xtest=test_df.drop(columns=['isDefect'])\n", " ytrain=train_df['isDefect']\n", " ytest=test_df['isDefect']\n", " RForest=RandomForestClassifier(n_estimators=95)\n", " RForest.fit(xtrain,ytrain)\n", " y_predtrain=RForest.predict(xtrain)\n", " y_predtest=RForest.predict(xtest)\n", " print(\"---------------------------------------------------------------\")\n", " print(f\"Number of Components: {i}\")\n", " print(confusion_matrix(ytest, y_predtest))\n", " print(classification_report(ytest, y_predtest))\n", " print(accuracy_score(ytest, y_predtest)*100)\n", " print(accuracy_score(ytrain, y_predtrain)*100)\n", " print(\"---------------------------------------------------------------\")\n", " train_accs.append((i,accuracy_score(ytrain, y_predtrain)*100))\n", " test_accs.append((i,accuracy_score(ytest, y_predtest)*100))\n", "import matplotlib.pyplot as plt\n", "plt.plot(*zip(*train_accs), label='Train Accuracy')\n", "plt.plot(*zip(*test_accs), label='Test Accuracy')\n", "plt.xlabel('Number of Components')\n", "plt.ylabel('Accuracy (%)')\n", "plt.title('Train vs Test Accuracy')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 1\n", "[[2083 0 0 21]\n", " [ 0 2067 115 6]\n", " [ 0 742 1352 57]\n", " [ 48 294 610 1145]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.99 0.98 2104\n", " 1 0.67 0.94 0.78 2188\n", " 2 0.65 0.63 0.64 2151\n", " 3 0.93 0.55 0.69 2097\n", "\n", " accuracy 0.78 8540\n", " macro avg 0.81 0.78 0.77 8540\n", "weighted avg 0.80 0.78 0.77 8540\n", "\n", "Test Accuracy: 77.83%\n", "Train Accuracy: 77.67%\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 2\n", "[[2088 0 0 16]\n", " [ 0 1995 120 73]\n", " [ 0 433 1506 212]\n", " [ 36 136 386 1539]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.99 0.99 2104\n", " 1 0.78 0.91 0.84 2188\n", " 2 0.75 0.70 0.72 2151\n", " 3 0.84 0.73 0.78 2097\n", "\n", " accuracy 0.83 8540\n", " macro avg 0.84 0.83 0.83 8540\n", "weighted avg 0.84 0.83 0.83 8540\n", "\n", "Test Accuracy: 83.47%\n", "Train Accuracy: 83.64%\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\manifold\\_t_sne.py:1164: FutureWarning:\n", "\n", "'n_iter' was renamed to 'max_iter' in version 1.5 and will be removed in 1.7.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 3\n", "[[2080 1 0 23]\n", " [ 0 1952 153 83]\n", " [ 1 391 1544 215]\n", " [ 28 78 351 1640]]\n", " precision recall f1-score support\n", "\n", " 0 0.99 0.99 0.99 2104\n", " 1 0.81 0.89 0.85 2188\n", " 2 0.75 0.72 0.74 2151\n", " 3 0.84 0.78 0.81 2097\n", "\n", " accuracy 0.84 8540\n", " macro avg 0.85 0.85 0.84 8540\n", "weighted avg 0.84 0.84 0.84 8540\n", "\n", "Test Accuracy: 84.50%\n", "Train Accuracy: 84.64%\n", "---------------------------------------------------------------\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from catboost import CatBoostClassifier\n", "from sklearn.metrics import classification_report, confusion_matrix, accuracy_score\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "import matplotlib.pyplot as plt\n", "\n", "train_accs = []\n", "test_accs = []\n", "\n", "for i in range(1, 4): # Iterate over the number of components\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX, dataY, test_size=0.2, random_state=42)\n", " scaler = StandardScaler()\n", " xtrain = scaler.fit_transform(xtrain)\n", " xtest = scaler.transform(xtest)\n", " train_df, test_df = tsne_ncomp(xtrain, xtest, ytrain, ytest, i)\n", " xtrain = train_df.drop(columns=['isDefect'])\n", " xtest = test_df.drop(columns=['isDefect'])\n", " ytrain = train_df['isDefect']\n", " ytest = test_df['isDefect']\n", " \n", " # Initialize and train CatBoostClassifier\n", " catboost_model = CatBoostClassifier(iterations=100, learning_rate=0.1, depth=6, verbose=0)\n", " catboost_model.fit(xtrain, ytrain)\n", " \n", " # Predictions\n", " y_predtrain = catboost_model.predict(xtrain)\n", " y_predtest = catboost_model.predict(xtest)\n", " \n", " # Print metrics\n", " print(\"---------------------------------------------------------------\")\n", " print(f\"Number of Components: {i}\")\n", " print(confusion_matrix(ytest, y_predtest))\n", " print(classification_report(ytest, y_predtest))\n", " print(f\"Test Accuracy: {accuracy_score(ytest, y_predtest) * 100:.2f}%\")\n", " print(f\"Train Accuracy: {accuracy_score(ytrain, y_predtrain) * 100:.2f}%\")\n", " print(\"---------------------------------------------------------------\")\n", " \n", " # Append accuracies for plotting\n", " train_accs.append((i, accuracy_score(ytrain, y_predtrain) * 100))\n", " test_accs.append((i, accuracy_score(ytest, y_predtest) * 100))\n", "\n", "# Plot Train vs Test Accuracy\n", "plt.plot(*zip(*train_accs), label='Train Accuracy')\n", "plt.plot(*zip(*test_accs), label='Test Accuracy')\n", "plt.xlabel('Number of Components')\n", "plt.ylabel('Accuracy (%)')\n", "plt.title('Train vs Test Accuracy (CatBoost)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\umap\\umap_.py:1952: UserWarning:\n", "\n", "n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 1\n", "[[2056 2 0 46]\n", " [ 4 1579 411 194]\n", " [ 4 442 1258 447]\n", " [ 71 174 391 1461]]\n", " precision recall f1-score support\n", "\n", " 0 0.96 0.98 0.97 2104\n", " 1 0.72 0.72 0.72 2188\n", " 2 0.61 0.58 0.60 2151\n", " 3 0.68 0.70 0.69 2097\n", "\n", " accuracy 0.74 8540\n", " macro avg 0.74 0.75 0.74 8540\n", "weighted avg 0.74 0.74 0.74 8540\n", "\n", "Test Accuracy: 74.40%\n", "Train Accuracy: 99.96%\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\umap\\umap_.py:1952: UserWarning:\n", "\n", "n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 2\n", "[[2091 0 0 13]\n", " [ 0 1855 231 102]\n", " [ 0 378 1463 310]\n", " [ 57 125 341 1574]]\n", " precision recall f1-score support\n", "\n", " 0 0.97 0.99 0.98 2104\n", " 1 0.79 0.85 0.82 2188\n", " 2 0.72 0.68 0.70 2151\n", " 3 0.79 0.75 0.77 2097\n", "\n", " accuracy 0.82 8540\n", " macro avg 0.82 0.82 0.82 8540\n", "weighted avg 0.82 0.82 0.82 8540\n", "\n", "Test Accuracy: 81.77%\n", "Train Accuracy: 100.00%\n", "---------------------------------------------------------------\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.metrics import classification_report, confusion_matrix, accuracy_score\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "import umap\n", "import matplotlib.pyplot as plt\n", "\n", "# Initialize lists to store accuracies\n", "train_accs = []\n", "test_accs = []\n", "\n", "# Iterate over the number of UMAP components (1 to 3)\n", "for i in range(1, 3): # UMAP components from 1 to 3\n", " # Split the data into training and testing sets\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX, dataY, test_size=0.2, random_state=42)\n", " \n", " # Standardize the data\n", " scaler = StandardScaler()\n", " xtrain = scaler.fit_transform(xtrain)\n", " xtest = scaler.transform(xtest)\n", " \n", " # Apply UMAP\n", " umap_reducer = umap.UMAP(n_components=i, random_state=42)\n", " xtrain_umap = umap_reducer.fit_transform(xtrain)\n", " xtest_umap = umap_reducer.transform(xtest)\n", " \n", " # Train a Random Forest Classifier\n", " RForest = RandomForestClassifier(n_estimators=95, random_state=42)\n", " RForest.fit(xtrain_umap, ytrain)\n", " \n", " # Make predictions\n", " y_predtrain = RForest.predict(xtrain_umap)\n", " y_predtest = RForest.predict(xtest_umap)\n", " \n", " # Print metrics\n", " print(\"---------------------------------------------------------------\")\n", " print(f\"Number of Components: {i}\")\n", " print(confusion_matrix(ytest, y_predtest))\n", " print(classification_report(ytest, y_predtest))\n", " print(f\"Test Accuracy: {accuracy_score(ytest, y_predtest) * 100:.2f}%\")\n", " print(f\"Train Accuracy: {accuracy_score(ytrain, y_predtrain) * 100:.2f}%\")\n", " print(\"---------------------------------------------------------------\")\n", " \n", " # Append accuracies for plotting\n", " train_accs.append((i, accuracy_score(ytrain, y_predtrain) * 100))\n", " test_accs.append((i, accuracy_score(ytest, y_predtest) * 100))\n", "\n", "# Plot Train vs Test Accuracy\n", "plt.plot(*zip(*train_accs), label='Train Accuracy')\n", "plt.plot(*zip(*test_accs), label='Test Accuracy')\n", "plt.xlabel('Number of Components')\n", "plt.ylabel('Accuracy (%)')\n", "plt.title('Train vs Test Accuracy (UMAP)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\umap\\umap_.py:1952: UserWarning:\n", "\n", "n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 1\n", "[[2088 0 0 16]\n", " [ 0 2078 80 30]\n", " [ 6 702 1235 208]\n", " [ 54 307 402 1334]]\n", " precision recall f1-score support\n", "\n", " 0 0.97 0.99 0.98 2104\n", " 1 0.67 0.95 0.79 2188\n", " 2 0.72 0.57 0.64 2151\n", " 3 0.84 0.64 0.72 2097\n", "\n", " accuracy 0.79 8540\n", " macro avg 0.80 0.79 0.78 8540\n", "weighted avg 0.80 0.79 0.78 8540\n", "\n", "Test Accuracy: 78.86%\n", "Train Accuracy: 78.35%\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\umap\\umap_.py:1952: UserWarning:\n", "\n", "n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 2\n", "[[2101 0 0 3]\n", " [ 0 1990 110 88]\n", " [ 0 498 1395 258]\n", " [ 54 132 387 1524]]\n", " precision recall f1-score support\n", "\n", " 0 0.97 1.00 0.99 2104\n", " 1 0.76 0.91 0.83 2188\n", " 2 0.74 0.65 0.69 2151\n", " 3 0.81 0.73 0.77 2097\n", "\n", " accuracy 0.82 8540\n", " macro avg 0.82 0.82 0.82 8540\n", "weighted avg 0.82 0.82 0.82 8540\n", "\n", "Test Accuracy: 82.08%\n", "Train Accuracy: 82.59%\n", "---------------------------------------------------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\umap\\umap_.py:1952: UserWarning:\n", "\n", "n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", "\n", "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\sklearn\\utils\\deprecation.py:151: FutureWarning:\n", "\n", "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---------------------------------------------------------------\n", "Number of Components: 3\n", "[[2096 0 0 8]\n", " [ 0 1976 148 64]\n", " [ 0 398 1508 245]\n", " [ 42 94 360 1601]]\n", " precision recall f1-score support\n", "\n", " 0 0.98 1.00 0.99 2104\n", " 1 0.80 0.90 0.85 2188\n", " 2 0.75 0.70 0.72 2151\n", " 3 0.83 0.76 0.80 2097\n", "\n", " accuracy 0.84 8540\n", " macro avg 0.84 0.84 0.84 8540\n", "weighted avg 0.84 0.84 0.84 8540\n", "\n", "Test Accuracy: 84.09%\n", "Train Accuracy: 84.53%\n", "---------------------------------------------------------------\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from catboost import CatBoostClassifier\n", "from sklearn.metrics import classification_report, confusion_matrix, accuracy_score\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "import umap\n", "import matplotlib.pyplot as plt\n", "\n", "# Initialize lists to store accuracies\n", "train_accs = []\n", "test_accs = []\n", "\n", "# Iterate over the number of UMAP components (1 to 3)\n", "for i in range(1, 4): # UMAP components from 1 to 3\n", " # Split the data into training and testing sets\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX, dataY, test_size=0.2, random_state=42)\n", " \n", " # Standardize the data\n", " scaler = StandardScaler()\n", " xtrain = scaler.fit_transform(xtrain)\n", " xtest = scaler.transform(xtest)\n", " \n", " # Apply UMAP\n", " umap_reducer = umap.UMAP(n_components=i, random_state=42)\n", " xtrain_umap = umap_reducer.fit_transform(xtrain)\n", " xtest_umap = umap_reducer.transform(xtest)\n", " \n", " # Initialize and train CatBoostClassifier\n", " catboost_model = CatBoostClassifier(iterations=100, learning_rate=0.1, depth=6, verbose=0, random_state=42)\n", " catboost_model.fit(xtrain_umap, ytrain)\n", " \n", " # Predictions\n", " y_predtrain = catboost_model.predict(xtrain_umap)\n", " y_predtest = catboost_model.predict(xtest_umap)\n", " \n", " # Print metrics\n", " print(\"---------------------------------------------------------------\")\n", " print(f\"Number of Components: {i}\")\n", " print(confusion_matrix(ytest, y_predtest))\n", " print(classification_report(ytest, y_predtest))\n", " print(f\"Test Accuracy: {accuracy_score(ytest, y_predtest) * 100:.2f}%\")\n", " print(f\"Train Accuracy: {accuracy_score(ytrain, y_predtrain) * 100:.2f}%\")\n", " print(\"---------------------------------------------------------------\")\n", " \n", " # Append accuracies for plotting\n", " train_accs.append((i, accuracy_score(ytrain, y_predtrain) * 100))\n", " test_accs.append((i, accuracy_score(ytest, y_predtest) * 100))\n", "\n", "# Plot Train vs Test Accuracy\n", "plt.plot(*zip(*train_accs), label='Train Accuracy')\n", "plt.plot(*zip(*test_accs), label='Test Accuracy')\n", "plt.xlabel('Number of Components')\n", "plt.ylabel('Accuracy (%)')\n", "plt.title('Train vs Test Accuracy (UMAP + CatBoost)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\torch\\nn\\functional.py:5560: UserWarning:\n", "\n", "1Torch was not compiled with flash attention. (Triggered internally at C:\\actions-runner\\_work\\pytorch\\pytorch\\builder\\windows\\pytorch\\aten\\src\\ATen\\native\\transformers\\cuda\\sdp_utils.cpp:555.)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.8195, Test Acc: 0.8233, Time: 29.0684 seconds\n", "Epoch: 002, Train Acc: 0.8402, Test Acc: 0.8447, Time: 28.7940 seconds\n", "Epoch: 003, Train Acc: 0.8357, Test Acc: 0.8351, Time: 28.7315 seconds\n", "Epoch: 004, Train Acc: 0.8500, Test Acc: 0.8448, Time: 28.6617 seconds\n", "Epoch: 005, Train Acc: 0.8620, Test Acc: 0.8600, Time: 29.1877 seconds\n", "Epoch: 006, Train Acc: 0.8618, Test Acc: 0.8570, Time: 28.6436 seconds\n", "Epoch: 007, Train Acc: 0.8616, Test Acc: 0.8530, Time: 28.6818 seconds\n", "Epoch: 008, Train Acc: 0.8523, Test Acc: 0.8441, Time: 28.8200 seconds\n", "Epoch: 009, Train Acc: 0.8546, Test Acc: 0.8511, Time: 28.8484 seconds\n", "Epoch: 010, Train Acc: 0.8684, Test Acc: 0.8663, Time: 28.7811 seconds\n", "Epoch: 011, Train Acc: 0.8688, Test Acc: 0.8596, Time: 28.7390 seconds\n", "Epoch: 012, Train Acc: 0.8693, Test Acc: 0.8646, Time: 29.2008 seconds\n", "Epoch: 013, Train Acc: 0.8634, Test Acc: 0.8594, Time: 28.9508 seconds\n", "Epoch: 014, Train Acc: 0.8718, Test Acc: 0.8621, Time: 28.6972 seconds\n", "Epoch: 015, Train Acc: 0.8699, Test Acc: 0.8614, Time: 29.0004 seconds\n", "Epoch: 016, Train Acc: 0.8730, Test Acc: 0.8650, Time: 29.1271 seconds\n", "Epoch: 017, Train Acc: 0.8654, Test Acc: 0.8583, Time: 29.2487 seconds\n", "Epoch: 018, Train Acc: 0.8682, Test Acc: 0.8591, Time: 29.1671 seconds\n", "Epoch: 019, Train Acc: 0.8688, Test Acc: 0.8601, Time: 29.2179 seconds\n", "Epoch: 020, Train Acc: 0.8824, Test Acc: 0.8715, Time: 29.1922 seconds\n", "Epoch: 021, Train Acc: 0.8764, Test Acc: 0.8645, Time: 29.4127 seconds\n", "Epoch: 022, Train Acc: 0.8718, Test Acc: 0.8655, Time: 29.0762 seconds\n", "Epoch: 023, Train Acc: 0.8737, Test Acc: 0.8588, Time: 29.6077 seconds\n", "Epoch: 024, Train Acc: 0.8835, Test Acc: 0.8712, Time: 29.1867 seconds\n", "Epoch: 025, Train Acc: 0.8866, Test Acc: 0.8806, Time: 29.5586 seconds\n", "Epoch: 026, Train Acc: 0.8834, Test Acc: 0.8725, Time: 30.0622 seconds\n", "Epoch: 027, Train Acc: 0.8811, Test Acc: 0.8678, Time: 29.7935 seconds\n", "Epoch: 028, Train Acc: 0.8868, Test Acc: 0.8720, Time: 29.7217 seconds\n", "Epoch: 029, Train Acc: 0.8828, Test Acc: 0.8711, Time: 29.2582 seconds\n", "Epoch: 030, Train Acc: 0.8785, Test Acc: 0.8637, Time: 28.9442 seconds\n", "TOtal time taken:873.3908 seconds\n", " precision recall f1-score support\n", "\n", " 0 1.00 0.96 0.98 2104\n", " 1 0.86 0.89 0.87 2188\n", " 2 0.82 0.71 0.76 2151\n", " 3 0.79 0.89 0.84 2097\n", "\n", " accuracy 0.86 8540\n", " macro avg 0.87 0.86 0.86 8540\n", "weighted avg 0.87 0.86 0.86 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.optim as optim\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.metrics import accuracy_score\n", "from torch.utils.data import DataLoader, TensorDataset\n", "\n", "# Prepare the data\n", "scaler = StandardScaler()\n", "dataX_scaled = scaler.fit_transform(dataX) # Scale the features\n", "xtrain, xtest, ytrain, ytest = train_test_split(dataX_scaled, dataY, test_size=0.2, random_state=42)\n", "\n", "# Convert to PyTorch tensors\n", "xtrain_tensor = torch.tensor(xtrain, dtype=torch.float32)\n", "xtest_tensor = torch.tensor(xtest, dtype=torch.float32)\n", "ytrain_tensor = torch.tensor(ytrain, dtype=torch.long) # Long for classification\n", "ytest_tensor = torch.tensor(ytest, dtype=torch.long)\n", "\n", "# Create DataLoader\n", "train_dataset = TensorDataset(xtrain_tensor, ytrain_tensor)\n", "test_dataset = TensorDataset(xtest_tensor, ytest_tensor)\n", "train_loader = DataLoader(train_dataset, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_dataset, batch_size=32, shuffle=False)\n", "\n", "class TransformerClassifier(nn.Module):\n", " def __init__(self, input_dim, num_classes, d_model=64, nhead=8, num_layers=2, dim_feedforward=128, dropout=0.2):\n", " super(TransformerClassifier, self).__init__()\n", " self.embedding = nn.Linear(input_dim, d_model) # Embed input to d_model dimensions\n", " self.transformer = nn.Transformer(\n", " d_model=d_model,\n", " nhead=nhead,\n", " num_encoder_layers=num_layers,\n", " dim_feedforward=dim_feedforward,\n", " dropout=dropout,\n", " batch_first=True\n", " )\n", " self.fc = nn.Linear(d_model, num_classes) # Final classification layer\n", "\n", " def forward(self, x):\n", " # Embed the input\n", " x = self.embedding(x) # Shape: (batch_size, seq_len, d_model)\n", " x = self.transformer(x, x) # Shape: (batch_size, seq_len, d_model)\n", " x = self.fc(x) # Shape: (batch_size, num_classes)\n", " return x\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "\n", "input_dim = xtrain.shape[1]\n", "num_classes = len(set(dataY))\n", "model = TransformerClassifier(input_dim=input_dim, num_classes=num_classes).to(device) # Move model to device\n", "\n", "# Define loss and optimizer\n", "criterion = nn.CrossEntropyLoss()\n", "optimizer = optim.Adam(model.parameters(), lr=0.001)\n", "\n", "def train():\n", " model.train()\n", " for x_batch, y_batch in train_loader: # Unpack the data into features and labels\n", " x_batch, y_batch = x_batch.to(device), y_batch.to(device) # Move to device\n", " optimizer.zero_grad() # Clear gradients\n", " out = model(x_batch) # Perform a single forward pass\n", " loss = criterion(out, y_batch) # Compute the loss\n", " loss.backward() # Derive gradients\n", " optimizer.step() # Update parameters based on gradients\n", "\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " with torch.no_grad():\n", " for x_batch, y_batch in loader: # Unpack the data into features and labels\n", " x_batch, y_batch = x_batch.to(device), y_batch.to(device) # Move to device\n", " out = model(x_batch) # Perform a forward pass\n", " pred = out.argmax(dim=1) # Use the class with the highest probability\n", " correct += (pred == y_batch).sum().item() # Count correct predictions\n", " total += y_batch.size(0) # Total number of samples\n", " return correct / total # Derive accuracy\n", "\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 31):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')\n", "# Print classification report \n", "y_pred = []\n", "y_true = []\n", "with torch.no_grad():\n", " for x_batch, y_batch in test_loader:\n", " x_batch, y_batch = x_batch.to(device), y_batch.to(device)\n", " out = model(x_batch)\n", " pred = out.argmax(dim=1)\n", " y_pred.extend(pred.cpu().numpy())\n", " y_true.extend(y_batch.cpu().numpy())\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model saved to models/transformer_classifier_relu.pth\n" ] } ], "source": [ "def save_model(model, filepath, **kwargs):\n", " save_dict = {\n", " 'model_state_dict': model.state_dict(),\n", " 'hyperparameters': kwargs\n", " }\n", " torch.save(save_dict, filepath)\n", "\n", "# Save the current model\n", "model_save_path = \"models/transformer_classifier_relu.pth\"\n", "save_model(model, \n", " model_save_path,\n", " input_dim=input_dim,\n", " num_classes=num_classes,\n", " d_model=64,\n", " nhead=8,\n", " num_layers=2,\n", " dim_feedforward=128,\n", " dropout=0.2)\n", "\n", "print(f\"Model saved to {model_save_path}\")\n" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.8221, Test Acc: 0.8238, Time: 29.1019 seconds\n", "Epoch: 002, Train Acc: 0.8412, Test Acc: 0.8441, Time: 28.9819 seconds\n", "Epoch: 003, Train Acc: 0.8510, Test Acc: 0.8443, Time: 28.8280 seconds\n", "Epoch: 004, Train Acc: 0.8578, Test Acc: 0.8563, Time: 28.8098 seconds\n", "Epoch: 005, Train Acc: 0.8599, Test Acc: 0.8493, Time: 28.9053 seconds\n", "Epoch: 006, Train Acc: 0.8649, Test Acc: 0.8594, Time: 28.8695 seconds\n", "Epoch: 007, Train Acc: 0.8702, Test Acc: 0.8671, Time: 28.9152 seconds\n", "Epoch: 008, Train Acc: 0.8701, Test Acc: 0.8564, Time: 28.8970 seconds\n", "Epoch: 009, Train Acc: 0.8653, Test Acc: 0.8575, Time: 30.0468 seconds\n", "Epoch: 010, Train Acc: 0.8674, Test Acc: 0.8617, Time: 31.5331 seconds\n", "Epoch: 011, Train Acc: 0.8717, Test Acc: 0.8665, Time: 31.5188 seconds\n", "Epoch: 012, Train Acc: 0.8775, Test Acc: 0.8689, Time: 29.9491 seconds\n", "Epoch: 013, Train Acc: 0.8807, Test Acc: 0.8731, Time: 28.8545 seconds\n", "Epoch: 014, Train Acc: 0.8820, Test Acc: 0.8762, Time: 28.8548 seconds\n", "Epoch: 015, Train Acc: 0.8810, Test Acc: 0.8733, Time: 28.8781 seconds\n", "Epoch: 016, Train Acc: 0.8812, Test Acc: 0.8730, Time: 29.3660 seconds\n", "Epoch: 017, Train Acc: 0.8852, Test Acc: 0.8730, Time: 28.7998 seconds\n", "Epoch: 018, Train Acc: 0.8850, Test Acc: 0.8710, Time: 28.7891 seconds\n", "Epoch: 019, Train Acc: 0.8832, Test Acc: 0.8714, Time: 28.8113 seconds\n", "Epoch: 020, Train Acc: 0.8878, Test Acc: 0.8772, Time: 28.8051 seconds\n", "Epoch: 021, Train Acc: 0.8883, Test Acc: 0.8779, Time: 28.8345 seconds\n", "Epoch: 022, Train Acc: 0.8889, Test Acc: 0.8792, Time: 28.7249 seconds\n", "Epoch: 023, Train Acc: 0.8856, Test Acc: 0.8739, Time: 28.9975 seconds\n", "Epoch: 024, Train Acc: 0.8951, Test Acc: 0.8816, Time: 29.0140 seconds\n", "Epoch: 025, Train Acc: 0.8946, Test Acc: 0.8814, Time: 28.6956 seconds\n", "Epoch: 026, Train Acc: 0.8915, Test Acc: 0.8776, Time: 28.7064 seconds\n", "Epoch: 027, Train Acc: 0.8963, Test Acc: 0.8778, Time: 28.7075 seconds\n", "Epoch: 028, Train Acc: 0.8901, Test Acc: 0.8765, Time: 28.7947 seconds\n", "Epoch: 029, Train Acc: 0.8939, Test Acc: 0.8819, Time: 28.6793 seconds\n", "Epoch: 030, Train Acc: 0.8786, Test Acc: 0.8652, Time: 28.7304 seconds\n", "TOtal time taken:873.4075 seconds\n", " precision recall f1-score support\n", "\n", " 0 0.98 1.00 0.99 2104\n", " 1 0.78 0.96 0.86 2188\n", " 2 0.89 0.63 0.74 2151\n", " 3 0.84 0.87 0.86 2097\n", "\n", " accuracy 0.87 8540\n", " macro avg 0.87 0.87 0.86 8540\n", "weighted avg 0.87 0.87 0.86 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.optim as optim\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.metrics import accuracy_score\n", "from torch.utils.data import DataLoader, TensorDataset\n", "\n", "# Prepare the data\n", "scaler = StandardScaler()\n", "dataX_scaled = scaler.fit_transform(dataX) # Scale the features\n", "xtrain, xtest, ytrain, ytest = train_test_split(dataX_scaled, dataY, test_size=0.2, random_state=42)\n", "\n", "# Convert to PyTorch tensors\n", "xtrain_tensor = torch.tensor(xtrain, dtype=torch.float32)\n", "xtest_tensor = torch.tensor(xtest, dtype=torch.float32)\n", "ytrain_tensor = torch.tensor(ytrain, dtype=torch.long) # Long for classification\n", "ytest_tensor = torch.tensor(ytest, dtype=torch.long)\n", "\n", "# Create DataLoader\n", "train_dataset = TensorDataset(xtrain_tensor, ytrain_tensor)\n", "test_dataset = TensorDataset(xtest_tensor, ytest_tensor)\n", "train_loader = DataLoader(train_dataset, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_dataset, batch_size=32, shuffle=False)\n", "\n", "class TransformerClassifier(nn.Module):\n", " def __init__(self, input_dim, num_classes, d_model=64, nhead=8, num_layers=2, dim_feedforward=128, dropout=0.2):\n", " super(TransformerClassifier, self).__init__()\n", " self.embedding = nn.Linear(input_dim, d_model) # Embed input to d_model dimensions\n", " self.transformer = nn.Transformer(\n", " d_model=d_model,\n", " nhead=nhead,\n", " num_encoder_layers=num_layers,\n", " dim_feedforward=dim_feedforward,\n", " dropout=dropout,\n", " batch_first=True,\n", " activation='gelu'\n", " )\n", " self.fc = nn.Linear(d_model, num_classes) # Final classification layer\n", "\n", " def forward(self, x):\n", " # Embed the input\n", " x = self.embedding(x) # Shape: (batch_size, seq_len, d_model)\n", " x = self.transformer(x, x) # Shape: (batch_size, seq_len, d_model)\n", " x = self.fc(x) # Shape: (batch_size, num_classes)\n", " return x\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "\n", "input_dim = xtrain.shape[1]\n", "num_classes = len(set(dataY))\n", "model = TransformerClassifier(input_dim=input_dim, num_classes=num_classes).to(device) # Move model to device\n", "\n", "# Define loss and optimizer\n", "criterion = nn.CrossEntropyLoss()\n", "optimizer = optim.Adam(model.parameters(), lr=0.001)\n", "\n", "def train():\n", " model.train()\n", " for x_batch, y_batch in train_loader: # Unpack the data into features and labels\n", " x_batch, y_batch = x_batch.to(device), y_batch.to(device) # Move to device\n", " optimizer.zero_grad() # Clear gradients\n", " out = model(x_batch) # Perform a single forward pass\n", " loss = criterion(out, y_batch) # Compute the loss\n", " loss.backward() # Derive gradients\n", " optimizer.step() # Update parameters based on gradients\n", "\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " with torch.no_grad():\n", " for x_batch, y_batch in loader: # Unpack the data into features and labels\n", " x_batch, y_batch = x_batch.to(device), y_batch.to(device) # Move to device\n", " out = model(x_batch) # Perform a forward pass\n", " pred = out.argmax(dim=1) # Use the class with the highest probability\n", " correct += (pred == y_batch).sum().item() # Count correct predictions\n", " total += y_batch.size(0) # Total number of samples\n", " return correct / total # Derive accuracy\n", "\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 31):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')\n", "# Print classification report \n", "y_pred = []\n", "y_true = []\n", "with torch.no_grad():\n", " for x_batch, y_batch in test_loader:\n", " x_batch, y_batch = x_batch.to(device), y_batch.to(device)\n", " out = model(x_batch)\n", " pred = out.argmax(dim=1)\n", " y_pred.extend(pred.cpu().numpy())\n", " y_true.extend(y_batch.cpu().numpy())\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model saved to models/transformer_classifier_gelu.pth\n" ] } ], "source": [ "def save_model(model, filepath, **kwargs):\n", " save_dict = {\n", " 'model_state_dict': model.state_dict(),\n", " 'hyperparameters': kwargs\n", " }\n", " torch.save(save_dict, filepath)\n", "\n", "# Save the current model\n", "model_save_path = \"models/transformer_classifier_gelu.pth\"\n", "save_model(model, \n", " model_save_path,\n", " input_dim=input_dim,\n", " num_classes=num_classes,\n", " d_model=64,\n", " nhead=8,\n", " num_layers=2,\n", " dim_feedforward=128,\n", " dropout=0.2)\n", "\n", "print(f\"Model saved to {model_save_path}\")\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch [1/15], Loss: 0.4715, Accuracy: 86.48%\n", "Epoch [2/15], Loss: 0.3501, Accuracy: 86.56%\n", "Epoch [3/15], Loss: 0.3204, Accuracy: 86.90%\n", "Epoch [4/15], Loss: 0.2996, Accuracy: 86.56%\n", "Epoch [5/15], Loss: 0.2893, Accuracy: 87.63%\n", "Epoch [6/15], Loss: 0.2783, Accuracy: 87.83%\n", "Epoch [7/15], Loss: 0.2686, Accuracy: 87.93%\n", "Epoch [8/15], Loss: 0.2655, Accuracy: 88.36%\n", "Epoch [9/15], Loss: 0.2576, Accuracy: 87.54%\n", "Epoch [10/15], Loss: 0.2511, Accuracy: 87.67%\n", "Epoch [11/15], Loss: 0.2453, Accuracy: 87.89%\n", "Epoch [12/15], Loss: 0.2428, Accuracy: 87.99%\n", "Epoch [13/15], Loss: 0.2369, Accuracy: 87.47%\n", "Epoch [14/15], Loss: 0.2329, Accuracy: 87.78%\n", "Epoch [15/15], Loss: 0.2003, Accuracy: 88.22%\n", "\n", "Final Test Results:\n", "Test Accuracy: 88.22%\n", "\n", "Classification Report:\n", " precision recall f1-score support\n", "\n", " 0 0.99 0.99 0.99 2104\n", " 1 0.86 0.91 0.89 2188\n", " 2 0.83 0.75 0.79 2151\n", " 3 0.84 0.88 0.86 2097\n", "\n", " accuracy 0.88 8540\n", " macro avg 0.88 0.88 0.88 8540\n", "weighted avg 0.88 0.88 0.88 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "from torch.optim.lr_scheduler import ReduceLROnPlateau\n", "import math\n", "import torch.nn.functional as F\n", "\n", "class SOCA(nn.Module):\n", " def __init__(self, in_channels, reduction=8):\n", " super(SOCA, self).__init__()\n", " self.in_channels = in_channels\n", " self.mlp = nn.Sequential(\n", " nn.Linear(in_channels, in_channels // reduction),\n", " nn.ReLU(inplace=True),\n", " nn.Linear(in_channels // reduction, in_channels)\n", " )\n", "\n", " def forward(self, x):\n", " b, c, h, w = x.shape\n", " x_flat = x.view(b, c, -1) # [B, C, HW]\n", " attention = torch.bmm(x_flat, x_flat.transpose(1, 2)) # [B, C, C]\n", " attention = attention / (h * w) # Normalize\n", " attention = torch.diagonal(attention, dim1=1, dim2=2) # [B, C]\n", " \n", " # Apply MLP\n", " weights = self.mlp(attention) # [B, C]\n", " weights = torch.sigmoid(weights)\n", " \n", " # Apply attention weights\n", " weights = weights.view(b, c, 1, 1)\n", " out = x * weights\n", " \n", " return out\n", "\n", "class SANClassifier(nn.Module):\n", " def __init__(self, input_dim, num_classes=4, hidden_dim=256):\n", " super(SANClassifier, self).__init__()\n", " \n", " self.input_projection = nn.Sequential(\n", " nn.Linear(input_dim, hidden_dim * 4),\n", " nn.LayerNorm(hidden_dim * 4),\n", " nn.ReLU(inplace=True)\n", " )\n", " \n", " # Feature extraction\n", " self.features = nn.Sequential(\n", " nn.Conv2d(1, hidden_dim, 3, padding=1),\n", " nn.BatchNorm2d(hidden_dim),\n", " nn.ReLU(inplace=True)\n", " )\n", " \n", " # Second-order attention\n", " self.soca = SOCA(hidden_dim)\n", " \n", " self.classifier = nn.Sequential(\n", " nn.AdaptiveAvgPool2d(1),\n", " nn.Flatten(),\n", " nn.Linear(hidden_dim, hidden_dim * 2),\n", " nn.ReLU(inplace=True),\n", " nn.Dropout(0.35),\n", " nn.Linear(hidden_dim * 2, num_classes)\n", " )\n", "\n", " def forward(self, x):\n", " # Project input\n", " batch_size = x.size(0)\n", " x = self.input_projection(x)\n", " \n", " # Reshape to 2D\n", " size = int(math.ceil(math.sqrt(x.size(1))))\n", " padding = size * size - x.size(1)\n", " if padding > 0:\n", " x = F.pad(x, (0, padding))\n", " x = x.view(batch_size, 1, size, size)\n", " \n", " # Extract features\n", " x = self.features(x)\n", " \n", " # Apply second-order attention\n", " x = self.soca(x)\n", " \n", " # Classification\n", " x = self.classifier(x)\n", " return x\n", "def train_san_model(dataX, dataY, epochs=15, batch_size=16):\n", " # Data preparation\n", " scaler = StandardScaler()\n", " dataX_scaled = scaler.fit_transform(dataX)\n", " xtrain, xtest, ytrain, ytest = train_test_split(dataX_scaled, dataY, test_size=0.2, random_state=42)\n", " \n", " # Convert to tensors\n", " xtrain_tensor = torch.FloatTensor(xtrain)\n", " xtest_tensor = torch.FloatTensor(xtest)\n", " ytrain_tensor = torch.LongTensor(ytrain)\n", " ytest_tensor = torch.LongTensor(ytest)\n", " \n", " # Create dataloaders\n", " train_dataset = TensorDataset(xtrain_tensor, ytrain_tensor)\n", " test_dataset = TensorDataset(xtest_tensor, ytest_tensor)\n", " train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True)\n", " test_loader = DataLoader(test_dataset, batch_size=batch_size)\n", " \n", " # Model setup\n", " device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", " model = SANClassifier(input_dim=xtrain.shape[1]).to(device)\n", " \n", " # Training setup\n", " criterion = nn.CrossEntropyLoss()\n", " optimizer = torch.optim.NAdam(model.parameters(), lr=0.001)\n", " scheduler = ReduceLROnPlateau(optimizer, mode='max', patience=5, factor=0.5)\n", " \n", " # Training loop\n", " best_acc = 0\n", " for epoch in range(epochs):\n", " model.train()\n", " train_loss = 0\n", " for batch_x, batch_y in train_loader:\n", " batch_x, batch_y = batch_x.to(device), batch_y.to(device)\n", " \n", " optimizer.zero_grad()\n", " outputs = model(batch_x)\n", " loss = criterion(outputs, batch_y)\n", " loss.backward()\n", " optimizer.step()\n", " \n", " train_loss += loss.item()\n", " \n", " # Evaluation\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " with torch.no_grad():\n", " for batch_x, batch_y in test_loader:\n", " batch_x, batch_y = batch_x.to(device), batch_y.to(device)\n", " outputs = model(batch_x)\n", " _, predicted = torch.max(outputs.data, 1)\n", " total += batch_y.size(0)\n", " correct += (predicted == batch_y).sum().item()\n", " \n", " acc = 100 * correct / total\n", " scheduler.step(acc)\n", " print(f'Epoch [{epoch+1}/{epochs}], Loss: {train_loss/len(train_loader):.4f}, Accuracy: {acc:.2f}%')\n", " \n", " if acc > best_acc:\n", " best_acc = acc\n", " torch.save(model.state_dict(), 'san_best.pth')\n", " \n", " # Final evaluation and classification report\n", " model.eval()\n", " y_true = []\n", " y_pred = []\n", " test_correct = 0\n", " test_total = 0\n", " \n", " with torch.no_grad():\n", " for batch_x, batch_y in test_loader:\n", " batch_x, batch_y = batch_x.to(device), batch_y.to(device)\n", " outputs = model(batch_x)\n", " _, predicted = torch.max(outputs.data, 1)\n", " \n", " test_total += batch_y.size(0)\n", " test_correct += (predicted == batch_y).sum().item()\n", " \n", " y_true.extend(batch_y.cpu().numpy())\n", " y_pred.extend(predicted.cpu().numpy())\n", " \n", " final_test_acc = 100 * test_correct / test_total\n", " \n", " print(\"\\nFinal Test Results:\")\n", " print(f\"Test Accuracy: {final_test_acc:.2f}%\")\n", " print(\"\\nClassification Report:\")\n", " print(classification_report(y_true, y_pred))\n", " \n", " return model\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.model_selection import train_test_split\n", "from torch.utils.data import DataLoader, TensorDataset\n", "\n", "# Train the model\n", "model = train_san_model(dataX, dataY)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: torch-geometric in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (2.3.1)\n", "Requirement already satisfied: torch-scatter in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (2.1.2+pt24cu121)\n", "Requirement already satisfied: torch-sparse in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (0.6.18+pt24cu121)\n", "Requirement already satisfied: torch-cluster in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (1.6.3+pt24cu121)\n", "Requirement already satisfied: torch-spline-conv in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (1.2.2+pt24cu121)\n", "Requirement already satisfied: tqdm in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from 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in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from jinja2->torch-geometric) (2.1.5)\n", "Requirement already satisfied: charset-normalizer<4,>=2 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from requests->torch-geometric) (3.4.1)\n", "Requirement already satisfied: idna<4,>=2.5 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from requests->torch-geometric) (3.10)\n", "Requirement already satisfied: urllib3<3,>=1.21.1 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from requests->torch-geometric) (2.4.0)\n", "Requirement already satisfied: certifi>=2017.4.17 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from requests->torch-geometric) (2025.1.31)\n", "Requirement already satisfied: joblib>=1.2.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from scikit-learn->torch-geometric) (1.4.2)\n", "Requirement already satisfied: threadpoolctl>=3.1.0 in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from scikit-learn->torch-geometric) (3.6.0)\n", "Requirement already satisfied: colorama in d:\\mlsp\\mlsp-project\\project\\lib\\site-packages (from tqdm->torch-geometric) (0.4.6)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\GraphGPS\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "fatal: destination path 'GraphGPS' already exists and is not an empty directory.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Obtaining file:///D:/MLSP/MLSP-Project/GraphGPS\n", " Installing build dependencies: started\n", " Installing build dependencies: finished with status 'done'\n", " Checking if build backend supports build_editable: started\n", " Checking if build backend supports build_editable: finished with status 'done'\n", " Getting requirements to build editable: started\n", " Getting requirements to build editable: finished with status 'done'\n", " Preparing editable metadata (pyproject.toml): started\n", " Preparing editable metadata (pyproject.toml): finished with status 'done'\n", "Building wheels for collected packages: graphgps\n", " Building editable for graphgps (pyproject.toml): started\n", " Building editable for graphgps (pyproject.toml): finished with status 'done'\n", " Created wheel for graphgps: filename=graphgps-1.2.0-0.editable-py3-none-any.whl size=6275 sha256=d064dc9c61178921d35d399ae0fd9c5d11f95150e2fea45201ee9f9bdabb96f8\n", " Stored in directory: C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\pip-ephem-wheel-cache-8dy4iuts\\wheels\\df\\04\\b4\\9cbd1548acccc88daced0d945fef25e9af6542455c2ae01e53\n", "Successfully built graphgps\n", "Installing collected packages: graphgps\n", " Attempting uninstall: graphgps\n", " Found existing installation: graphgps 1.2.0\n", " Uninstalling graphgps-1.2.0:\n", " Successfully uninstalled graphgps-1.2.0\n", "Successfully installed graphgps-1.2.0\n", "d:\\MLSP\\MLSP-Project\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "[notice] A new release of pip is available: 24.0 -> 25.0.1\n", "[notice] To update, run: python.exe -m pip install --upgrade pip\n" ] } ], "source": [ "# Install PyTorch Geometric and GraphGPS dependencies\n", "!pip install torch-geometric torch-scatter torch-sparse torch-cluster torch-spline-conv\n", "!git clone https://github.com/rampasek/GraphGPS.git\n", "%cd GraphGPS\n", "!pip install -e .\n", "%cd .." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\torch_geometric\\deprecation.py:22: UserWarning:\n", "\n", "'data.DataLoader' is deprecated, use 'loader.DataLoader' instead\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 01: Train Acc: 0.8638, Test Acc: 0.8571\n", "Epoch 02: Train Acc: 0.8702, Test Acc: 0.8639\n", "Epoch 03: Train Acc: 0.8792, Test Acc: 0.8678\n", "Epoch 04: Train Acc: 0.8838, Test Acc: 0.8766\n", "Epoch 05: Train Acc: 0.8831, Test Acc: 0.8737\n", "Epoch 06: Train Acc: 0.8900, Test Acc: 0.8815\n", "Epoch 07: Train Acc: 0.8914, Test Acc: 0.8756\n", "Epoch 08: Train Acc: 0.8968, Test Acc: 0.8800\n", "Epoch 09: Train Acc: 0.9008, Test Acc: 0.8801\n", "Epoch 10: Train Acc: 0.9055, Test Acc: 0.8844\n", "Epoch 11: Train Acc: 0.9082, Test Acc: 0.8855\n", "Epoch 12: Train Acc: 0.9097, Test Acc: 0.8836\n", "Epoch 13: Train Acc: 0.9108, Test Acc: 0.8831\n", "Epoch 14: Train Acc: 0.9125, Test Acc: 0.8844\n", "Epoch 15: Train Acc: 0.9157, Test Acc: 0.8827\n", "Epoch 16: Train Acc: 0.9175, Test Acc: 0.8816\n", "Epoch 17: Train Acc: 0.9195, Test Acc: 0.8804\n", "Epoch 18: Train Acc: 0.9267, Test Acc: 0.8810\n", "Epoch 19: Train Acc: 0.9216, Test Acc: 0.8835\n", "Epoch 20: Train Acc: 0.9291, Test Acc: 0.8802\n", "Epoch 21: Train Acc: 0.9284, Test Acc: 0.8813\n", "Epoch 22: Train Acc: 0.9327, Test Acc: 0.8758\n", "Epoch 23: Train Acc: 0.9327, Test Acc: 0.8828\n", "Epoch 24: Train Acc: 0.9335, Test Acc: 0.8821\n", "Epoch 25: Train Acc: 0.9361, Test Acc: 0.8774\n", "Epoch 26: Train Acc: 0.9422, Test Acc: 0.8787\n", "Epoch 27: Train Acc: 0.9374, Test Acc: 0.8749\n", "Epoch 28: Train Acc: 0.9450, Test Acc: 0.8773\n", "Epoch 29: Train Acc: 0.9475, Test Acc: 0.8789\n", "Epoch 30: Train Acc: 0.9463, Test Acc: 0.8731\n", " precision recall f1-score support\n", "\n", " 0 0.99 0.99 0.99 2104\n", " 1 0.86 0.88 0.87 2188\n", " 2 0.79 0.76 0.78 2151\n", " 3 0.86 0.86 0.86 2097\n", "\n", " accuracy 0.87 8540\n", " macro avg 0.87 0.87 0.87 8540\n", "weighted avg 0.87 0.87 0.87 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn.functional as F\n", "from torch_geometric.nn import GCNConv, TransformerConv, global_mean_pool\n", "from torch_geometric.data import Data, DataLoader\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "\n", "# Convert tabular data to trivial graphs (each sample = 1 node, self-loop)\n", "def tabular_to_graphs(dataX, dataY):\n", " data_list = []\n", " for x, y in zip(dataX, dataY):\n", " node_features = torch.tensor(x, dtype=torch.float).unsqueeze(0) # [1, num_features]\n", " edge_index = torch.tensor([[0], [0]], dtype=torch.long) # Self-loop\n", " data = Data(x=node_features, edge_index=edge_index, y=torch.tensor([y], dtype=torch.long))\n", " data_list.append(data)\n", " return data_list\n", "\n", "# Data prep\n", "scaler = StandardScaler()\n", "dataX_scaled = scaler.fit_transform(dataX)\n", "xtrain, xtest, ytrain, ytest = train_test_split(dataX_scaled, dataY, test_size=0.2, random_state=42)\n", "train_graphs = tabular_to_graphs(xtrain, ytrain)\n", "test_graphs = tabular_to_graphs(xtest, ytest)\n", "train_loader = DataLoader(train_graphs, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_graphs, batch_size=32)\n", "\n", "class GraphGPSClassifier(torch.nn.Module):\n", " def __init__(self, input_dim, hidden_dim=64, num_classes=4, heads=4):\n", " super().__init__()\n", " self.gcn = GCNConv(input_dim, hidden_dim)\n", " self.transformer = TransformerConv(hidden_dim, hidden_dim, heads=heads)\n", " self.classifier = torch.nn.Linear(hidden_dim * heads, num_classes) # <-- fix here\n", "\n", " def forward(self, data):\n", " x, edge_index, batch = data.x, data.edge_index, data.batch\n", " x = F.relu(self.gcn(x, edge_index))\n", " x = F.relu(self.transformer(x, edge_index))\n", " x = global_mean_pool(x, batch)\n", " return self.classifier(x)\n", "\n", "# When instantiating:\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "\n", "model = GraphGPSClassifier(input_dim=xtrain.shape[1], num_classes=4, heads=4).to(device)\n", "optimizer = torch.optim.NAdam(model.parameters(), lr=0.001)\n", "criterion = torch.nn.CrossEntropyLoss()\n", "\n", "def train():\n", " model.train()\n", " for batch in train_loader:\n", " batch = batch.to(device)\n", " optimizer.zero_grad()\n", " out = model(batch)\n", " loss = criterion(out, batch.y)\n", " loss.backward()\n", " optimizer.step()\n", "\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " y_true, y_pred = [], []\n", " with torch.no_grad():\n", " for batch in loader:\n", " batch = batch.to(device)\n", " out = model(batch)\n", " pred = out.argmax(dim=1)\n", " correct += (pred == batch.y).sum().item()\n", " total += batch.y.size(0)\n", " y_true.extend(batch.y.cpu().numpy())\n", " y_pred.extend(pred.cpu().numpy())\n", " return correct / total, y_true, y_pred\n", "\n", "for epoch in range(1, 31):\n", " train()\n", " train_acc, _, _ = test(train_loader)\n", " test_acc, y_true, y_pred = test(test_loader)\n", " print(f\"Epoch {epoch:02d}: Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}\")\n", "\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\MLSP\\MLSP-Project\\Project\\Lib\\site-packages\\torch_geometric\\deprecation.py:22: UserWarning:\n", "\n", "'data.DataLoader' is deprecated, use 'loader.DataLoader' instead\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 01: Train Acc: 0.8421, Test Acc: 0.8388\n", "Epoch 02: Train Acc: 0.8689, Test Acc: 0.8631\n", "Epoch 03: Train Acc: 0.8730, Test Acc: 0.8643\n", "Epoch 04: Train Acc: 0.8869, Test Acc: 0.8787\n", "Epoch 05: Train Acc: 0.8763, Test Acc: 0.8631\n", "Epoch 06: Train Acc: 0.8823, Test Acc: 0.8684\n", "Epoch 07: Train Acc: 0.8972, Test Acc: 0.8816\n", "Epoch 08: Train Acc: 0.8974, Test Acc: 0.8789\n", "Epoch 09: Train Acc: 0.8947, Test Acc: 0.8748\n", "Epoch 10: Train Acc: 0.9014, Test Acc: 0.8826\n", "Epoch 11: Train Acc: 0.9072, Test Acc: 0.8847\n", "Epoch 12: Train Acc: 0.9072, Test Acc: 0.8831\n", "Epoch 13: Train Acc: 0.9013, Test Acc: 0.8726\n", "Epoch 14: Train Acc: 0.9129, Test Acc: 0.8817\n", "Epoch 15: Train Acc: 0.9157, Test Acc: 0.8782\n", "Epoch 16: Train Acc: 0.9157, Test Acc: 0.8809\n", "Epoch 17: Train Acc: 0.9190, Test Acc: 0.8851\n", "Epoch 18: Train Acc: 0.9210, Test Acc: 0.8800\n", "Epoch 19: Train Acc: 0.9237, Test Acc: 0.8747\n", "Epoch 20: Train Acc: 0.9257, Test Acc: 0.8800\n", "Epoch 21: Train Acc: 0.9278, Test Acc: 0.8806\n", "Epoch 22: Train Acc: 0.9265, Test Acc: 0.8713\n", "Epoch 23: Train Acc: 0.9308, Test Acc: 0.8849\n", "Epoch 24: Train Acc: 0.9333, Test Acc: 0.8747\n", "Epoch 25: Train Acc: 0.9397, Test Acc: 0.8797\n", "Epoch 26: Train Acc: 0.9393, Test Acc: 0.8783\n", "Epoch 27: Train Acc: 0.9394, Test Acc: 0.8783\n", "Epoch 28: Train Acc: 0.9441, Test Acc: 0.8766\n", "Epoch 29: Train Acc: 0.9390, Test Acc: 0.8711\n", "Epoch 30: Train Acc: 0.9467, Test Acc: 0.8752\n", " precision recall f1-score support\n", "\n", " 0 0.99 0.99 0.99 2104\n", " 1 0.86 0.87 0.87 2188\n", " 2 0.77 0.80 0.79 2151\n", " 3 0.88 0.83 0.86 2097\n", "\n", " accuracy 0.88 8540\n", " macro avg 0.88 0.88 0.88 8540\n", "weighted avg 0.88 0.88 0.88 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn.functional as F\n", "from torch_geometric.nn import GCNConv, TransformerConv, global_mean_pool\n", "from torch_geometric.data import Data, DataLoader\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import StandardScaler\n", "\n", "# Convert tabular data to trivial graphs (each sample = 1 node, self-loop)\n", "def tabular_to_graphs(dataX, dataY):\n", " data_list = []\n", " for x, y in zip(dataX, dataY):\n", " node_features = torch.tensor(x, dtype=torch.float).unsqueeze(0) # [1, num_features]\n", " edge_index = torch.tensor([[0], [0]], dtype=torch.long) # Self-loop\n", " data = Data(x=node_features, edge_index=edge_index, y=torch.tensor([y], dtype=torch.long))\n", " data_list.append(data)\n", " return data_list\n", "\n", "# Data prep\n", "scaler = StandardScaler()\n", "dataX_scaled = scaler.fit_transform(dataX)\n", "xtrain, xtest, ytrain, ytest = train_test_split(dataX_scaled, dataY, test_size=0.2, random_state=42)\n", "train_graphs = tabular_to_graphs(xtrain, ytrain)\n", "test_graphs = tabular_to_graphs(xtest, ytest)\n", "train_loader = DataLoader(train_graphs, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_graphs, batch_size=32)\n", "\n", "class GraphGPSClassifier(torch.nn.Module):\n", " def __init__(self, input_dim, hidden_dim=64, num_classes=4, heads=4):\n", " super().__init__()\n", " self.gcn = GCNConv(input_dim, hidden_dim)\n", " self.transformer = TransformerConv(hidden_dim, hidden_dim, heads=heads)\n", " self.classifier = torch.nn.Linear(hidden_dim * heads, num_classes) # <-- fix here\n", "\n", " def forward(self, data):\n", " x, edge_index, batch = data.x, data.edge_index, data.batch\n", " x = F.relu(self.gcn(x, edge_index))\n", " x = F.relu(self.transformer(x, edge_index))\n", " x = global_mean_pool(x, batch)\n", " return self.classifier(x)\n", "\n", "# When instantiating:\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "\n", "model = GraphGPSClassifier(input_dim=xtrain.shape[1], num_classes=4, heads=4).to(device)\n", "optimizer = torch.optim.NAdam(model.parameters(), lr=0.001)\n", "criterion = torch.nn.CrossEntropyLoss()\n", "\n", "def train():\n", " model.train()\n", " for batch in train_loader:\n", " batch = batch.to(device)\n", " optimizer.zero_grad()\n", " out = model(batch)\n", " loss = criterion(out, batch.y)\n", " loss.backward()\n", " optimizer.step()\n", "\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " y_true, y_pred = [], []\n", " with torch.no_grad():\n", " for batch in loader:\n", " batch = batch.to(device)\n", " out = model(batch)\n", " pred = out.argmax(dim=1)\n", " correct += (pred == batch.y).sum().item()\n", " total += batch.y.size(0)\n", " y_true.extend(batch.y.cpu().numpy())\n", " y_pred.extend(pred.cpu().numpy())\n", " return correct / total, y_true, y_pred\n", "\n", "for epoch in range(1, 31):\n", " train()\n", " train_acc, _, _ = test(train_loader)\n", " test_acc, y_true, y_pred = test(test_loader)\n", " print(f\"Epoch {epoch:02d}: Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}\")\n", "\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Trying to use edge data too\n" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "import torch\n", "from torch_geometric.data import Data\n", "import torch_geometric.transforms as T\n", "from torch_geometric.data import InMemoryDataset\n", "from torch_geometric.loader import DataLoader\n", "import numpy as np\n", "import time" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "path =\"Copy of andrea-dd-dataLte100.npy\"\n", "# path=\"/content/drive/MyDrive/Barc Datasets/andrea-juslin-dataGt100.npy\"\n", "data = np.load(path, allow_pickle=True)\n", "data = data[None][0]\n", "dataXorig = []\n", "dataY = []\n", "dataPe = []\n", "for x, y, z in zip(data['x'], data['y'], data['z']):\n", " if y > 3: continue # We only want 0 and 1 labels for this activity\n", " dataXorig.append(x)\n", " dataY.append(y)\n", " dataPe.append(z['pe'])" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "featLen = 30 # we are restricting to first thirty nearest neighbours\n", "dataAtoms = torch.tensor(np.array([x[0][:featLen+1] for x in dataXorig]), dtype=torch.float)\n", "dataX = torch.tensor(np.array([x[1][:featLen+1] for x in dataXorig]).reshape(len(dataAtoms),featLen+1,1), dtype=torch.float)\n", "# dataY = torch.nn.functional.one_hot(torch.tensor(dataY, dtype=torch.long),num_classes=4).float()\n", "dataY=torch.tensor(dataY, dtype=torch.long)\n", "#dataX = dataAtoms" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(torch.Size([42699, 31, 4]),\n", " torch.Size([42699, 31, 1]),\n", " torch.Size([42699]),\n", " torch.Size([42699, 31, 3]))" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataXAll = torch.concat((dataX, dataAtoms), axis=2)\n", "dataXAll.shape, dataX.shape, dataY.shape, dataAtoms.shape" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([0, 0, 0, ..., 1, 1, 1])" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataY" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "posData = []\n", "for dt, y in zip(dataAtoms, dataY):\n", " data = Data(x= dt, pos=dt, y = y)#, pre_transform=T.RadiusGraph(r=4.0), transform=T.Distance())\n", " data.validate(raise_on_error=True)\n", " posData.append(data)\n", "distData = []\n", "for dt, x, y in zip(dataAtoms, dataX, dataY):\n", " data = Data(x= x, pos=dt, y = y)#, pre_transform=T.RadiusGraph(r=4.0), transform=T.Distance())\n", " data.validate(raise_on_error=True)\n", " distData.append(data)\n", "allData = posData" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "dir(data)\n", "data.edge_weight" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [], "source": [ "import torch\n", "from torch_geometric.data import Data\n", "import torch_geometric.transforms as T\n", "from torch_geometric.data import InMemoryDataset\n", "from torch_geometric.loader import DataLoader\n", "import numpy as np\n", "import time" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "class MyDataset(InMemoryDataset):\n", " def __init__(self, root, data_list, transform=None, pre_transform=None, pre_filter=None):\n", " self.data_list = data_list\n", " super().__init__(root, transform, pre_transform, pre_filter)\n", " self.data, self.slices = torch.load(self.processed_paths[0])\n", "\n", " @property\n", " def raw_file_names(self):\n", " return ['mydata']\n", "\n", " @property\n", " def processed_file_names(self):\n", " return ['data.pt']\n", "\n", " def download(self):\n", " # Download to `self.raw_dir`.\n", " pass\n", "\n", " def process(self):\n", " # Read data into huge `Data` list.\n", " data_list = self.data_list\n", "\n", " if self.pre_filter is not None:\n", " data_list = [data for data in data_list if self.pre_filter(data)]\n", "\n", " if self.pre_transform is not None:\n", " data_list = [self.pre_transform(data) for data in data_list]\n", "\n", " data, slices = self.collate(data_list)\n", " torch.save((data, slices), self.processed_paths[0])" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Processing...\n", "Done!\n", "C:\\Users\\SrinadhVura\\AppData\\Local\\Temp\\ipykernel_17544\\1359331624.py:5: FutureWarning:\n", "\n", "You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", "\n" ] } ], "source": [ "# !rm -rf ./data/processed/\n", "import shutil\n", "shutil.rmtree('./data/processed/', ignore_errors=True)\n", "dataset = MyDataset(\"./data\",allData, pre_transform=T.Compose([T.RadiusGraph(r=2.0), T.Distance()]))\n", "#dataset = MyDataset(\"./data\",allData, pre_transform=T.Compose([T.RadiusGraph(r=2.0), T.Distance()]))" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(Data(x=[31, 3], y=[1], pos=[31, 3], edge_index=[2, 650], edge_attr=[650, 1]),\n", " Data(x=[31, 3], y=[1], pos=[31, 3], edge_index=[2, 644], edge_attr=[644, 1]),\n", " Data(x=[31, 3], y=[1], pos=[31, 3], edge_index=[2, 646], edge_attr=[646, 1]),\n", " Data(x=[31, 3], y=[1], pos=[31, 3], edge_index=[2, 644], edge_attr=[644, 1]))" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ 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03: Train Acc: 0.6130, Test Acc: 0.6101\n", "Epoch 04: Train Acc: 0.6509, Test Acc: 0.6548\n", "Epoch 05: Train Acc: 0.6820, Test Acc: 0.6815\n", "Epoch 06: Train Acc: 0.6565, Test Acc: 0.6562\n", "Epoch 07: Train Acc: 0.7406, Test Acc: 0.7370\n", "Epoch 08: Train Acc: 0.7198, Test Acc: 0.7199\n", "Epoch 09: Train Acc: 0.7085, Test Acc: 0.7145\n", "Epoch 10: Train Acc: 0.7219, Test Acc: 0.7267\n", "Epoch 11: Train Acc: 0.7481, Test Acc: 0.7445\n", "Epoch 12: Train Acc: 0.7366, Test Acc: 0.7365\n", "Epoch 13: Train Acc: 0.7902, Test Acc: 0.7867\n", "Epoch 14: Train Acc: 0.7751, Test Acc: 0.7719\n", "Epoch 15: Train Acc: 0.7467, Test Acc: 0.7509\n", "Epoch 16: Train Acc: 0.7748, Test Acc: 0.7727\n", "Epoch 17: Train Acc: 0.7186, Test Acc: 0.7132\n", "Epoch 18: Train Acc: 0.7751, Test Acc: 0.7727\n", "Epoch 19: Train Acc: 0.7900, Test Acc: 0.7874\n", "Epoch 20: Train Acc: 0.7424, Test Acc: 0.7399\n", "Epoch 21: Train Acc: 0.7898, Test Acc: 0.7912\n", "Epoch 22: Train Acc: 0.7904, Test Acc: 0.7881\n", "Epoch 23: Train Acc: 0.7375, Test Acc: 0.7400\n", "Epoch 24: Train Acc: 0.7673, Test Acc: 0.7698\n", "Epoch 25: Train Acc: 0.8046, Test Acc: 0.7998\n", "Epoch 26: Train Acc: 0.8129, Test Acc: 0.8033\n", "Epoch 27: Train Acc: 0.7631, Test Acc: 0.7584\n", "Epoch 28: Train Acc: 0.8001, Test Acc: 0.7991\n", "Epoch 29: Train Acc: 0.7955, Test Acc: 0.7859\n", "Epoch 30: Train Acc: 0.7939, Test Acc: 0.7868\n", " precision recall f1-score support\n", "\n", " 0 0.96 0.91 0.93 2101\n", " 1 0.77 0.94 0.84 2198\n", " 2 0.65 0.74 0.69 2095\n", " 3 0.81 0.56 0.66 2146\n", "\n", " accuracy 0.79 8540\n", " macro avg 0.80 0.79 0.78 8540\n", "weighted avg 0.80 0.79 0.78 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F\n", "from torch_geometric.nn import TransformerConv, global_mean_pool\n", "import torch_scatter\n", "\n", "class NodeTransformer(nn.Module):\n", " \"\"\"Transformer for node features (coordinates).\"\"\"\n", " def __init__(self, input_dim, d_model=64, nhead=8, num_layers=2, dim_feedforward=128, dropout=0.2):\n", " super().__init__()\n", " self.embedding = nn.Linear(input_dim, d_model)\n", " encoder_layer = nn.TransformerEncoderLayer(\n", " d_model=d_model, nhead=nhead, dim_feedforward=dim_feedforward, dropout=dropout, batch_first=True, activation='relu'\n", " )\n", " self.transformer = nn.TransformerEncoder(encoder_layer, num_layers=num_layers)\n", " self.pool = nn.AdaptiveAvgPool1d(1)\n", "\n", " def forward(self, x, batch):\n", " # x: [total_nodes, input_dim], batch: [total_nodes]\n", " # Group nodes by graph in batch\n", " max_nodes = batch.bincount().max().item()\n", " batch_size = batch.max().item() + 1\n", " padded = torch.zeros(batch_size, max_nodes, x.size(1), device=x.device)\n", " mask = torch.zeros(batch_size, max_nodes, dtype=torch.bool, device=x.device)\n", " for i in range(batch_size):\n", " idx = (batch == i).nonzero(as_tuple=True)[0]\n", " padded[i, :len(idx)] = x[idx]\n", " mask[i, :len(idx)] = 1\n", " x = self.embedding(padded)\n", " x = self.transformer(x, src_key_padding_mask=~mask)\n", " x = x.permute(0, 2, 1) # [batch, d_model, nodes]\n", " x = self.pool(x).squeeze(-1) # [batch, d_model]\n", " return x\n", "\n", "class EdgeTransformer(nn.Module):\n", " \"\"\"TransformerConv for edge features.\"\"\"\n", " def __init__(self, node_dim, edge_dim, out_dim=64, heads=4, dropout=0.2):\n", " super().__init__()\n", " self.conv = TransformerConv(node_dim, out_dim, heads=heads, edge_dim=edge_dim, dropout=dropout)\n", " self.out_dim = out_dim * heads\n", "\n", " def forward(self, x, edge_index, edge_attr, batch):\n", " x = F.relu(self.conv(x, edge_index, edge_attr))\n", " x = global_mean_pool(x, batch)\n", " return x\n", "\n", "class CombinedGraphClassifier(nn.Module):\n", " def __init__(self, node_dim, edge_dim, num_classes, d_model=64,hidden=128, heads=4):\n", " super().__init__()\n", " self.node_net = NodeTransformer(node_dim, d_model=d_model)\n", " self.edge_net = EdgeTransformer(node_dim, edge_dim, out_dim=d_model, heads=heads)\n", " self.classifier = nn.Sequential(\n", " nn.Linear(d_model + d_model * heads, hidden),\n", " nn.ReLU(),\n", " nn.Linear(hidden, num_classes),\n", " # nn.Softmax(dim=1)\n", " )\n", "\n", " def forward(self, data):\n", " node_feat = self.node_net(data.x, data.batch)\n", " edge_feat = self.edge_net(data.x, data.edge_index, data.edge_attr, data.batch)\n", " combined = torch.cat([node_feat, edge_feat], dim=1)\n", " return self.classifier(combined)\n", "\n", "# Example usage:\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "num_node_features = dataset[0].x.shape[1]\n", "num_edge_features = dataset[0].edge_attr.shape[1]\n", "num_classes = 4 # adjust as needed\n", "\n", "model = CombinedGraphClassifier(\n", " node_dim=num_node_features,\n", " edge_dim=num_edge_features,\n", " num_classes=num_classes\n", ").to(device)\n", "\n", "optimizer = torch.optim.NAdam(model.parameters(), lr=0.001)\n", "criterion = nn.CrossEntropyLoss()\n", "\n", "# Training loop (using DataLoader from torch_geometric)\n", "# def train():\n", "# model.train()\n", "# for batch in train_loader:\n", "# batch = batch.to(device)\n", "# optimizer.zero_grad()\n", "# out = model(batch)\n", "# y = batch.y.argmax(dim=1) if batch.y.ndim > 1 else batch.y # handle one-hot or index\n", "# loss = criterion(out, y)\n", "# loss.backward()\n", "def train():\n", " model.train()\n", " for batch in train_loader:\n", " batch = batch.to(device)\n", " optimizer.zero_grad()\n", " out = model(batch) # [num_graphs, num_classes]\n", " # Get labels\n", " if batch.y.ndim > 1:\n", " y = batch.y.argmax(dim=1)\n", " else:\n", " y = batch.y\n", " # Only pool if node-level labels\n", " if y.shape[0] == batch.batch.shape[0]:\n", " y = torch_scatter.scatter_mean(y.float(), batch.batch, dim=0).long().squeeze()\n", " loss = criterion(out, y)\n", " loss.backward()\n", " optimizer.step()\n", "# def test(loader):\n", "# model.eval()\n", "# correct = 0\n", "# total = 0\n", "# y_true, y_pred = [], []\n", "# with torch.no_grad():\n", "# for batch in loader:\n", "# batch = batch.to(device)\n", "# out = model(batch)\n", "# pred = out.argmax(dim=1)\n", "# y = batch.y.argmax(dim=1) if batch.y.ndim > 1 else batch.y\n", "# correct += (pred == y).sum().item()\n", "# total += y.size(0)\n", "# y_true.extend(y.cpu().numpy())\n", "# y_pred.extend(pred.cpu().numpy())\n", "# return correct / total, y_true, y_pred\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " y_true, y_pred = [], []\n", " with torch.no_grad():\n", " for batch in loader:\n", " batch = batch.to(device)\n", " out = model(batch)\n", " # Get labels\n", " if batch.y.ndim > 1:\n", " y = batch.y.argmax(dim=1)\n", " else:\n", " y = batch.y\n", " # Only pool if node-level labels\n", " if y.shape[0] == batch.batch.shape[0]:\n", " y = torch_scatter.scatter_mean(y.float(), batch.batch, dim=0).long().squeeze()\n", " pred = out.argmax(dim=1)\n", " correct += (pred == y).sum().item()\n", " total += y.size(0)\n", " y_true.extend(y.cpu().numpy())\n", " y_pred.extend(pred.cpu().numpy())\n", " return correct / total, y_true, y_pred\n", "\n", "# Example training loop\n", "dataset = dataset.shuffle()\n", "train_size = int(0.8 * len(dataset))\n", "test_size = len(dataset) - train_size\n", "train_data,test_data=dataset[:train_size],dataset[train_size:]\n", "train_loader = DataLoader(train_data, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_data, batch_size=32, shuffle=False)\n", "for epoch in range(1, 31):\n", " train()\n", " train_acc, _, _ = test(train_loader)\n", " test_acc, y_true, y_pred = test(test_loader)\n", " print(f\"Epoch {epoch:02d}: Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}\")\n", "\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 01: Train Acc: 0.5414, Test Acc: 0.5404\n", "Epoch 02: Train Acc: 0.5678, Test Acc: 0.5624\n", "Epoch 03: Train Acc: 0.5818, Test Acc: 0.5774\n", "Epoch 04: Train Acc: 0.6459, Test Acc: 0.6417\n", "Epoch 05: Train Acc: 0.6268, Test Acc: 0.6258\n", "Epoch 06: Train Acc: 0.6680, Test Acc: 0.6692\n", "Epoch 07: Train Acc: 0.6812, Test Acc: 0.6819\n", "Epoch 08: Train Acc: 0.6861, Test Acc: 0.6899\n", "Epoch 09: Train Acc: 0.6714, Test Acc: 0.6678\n", "Epoch 10: Train Acc: 0.7182, Test Acc: 0.7192\n", "Epoch 11: Train Acc: 0.7501, Test Acc: 0.7429\n", "Epoch 12: Train Acc: 0.7409, Test Acc: 0.7361\n", "Epoch 13: Train Acc: 0.7448, Test Acc: 0.7410\n", "Epoch 14: Train Acc: 0.7701, Test Acc: 0.7564\n", "Epoch 15: Train Acc: 0.7357, Test Acc: 0.7314\n", "Epoch 16: Train Acc: 0.7780, Test Acc: 0.7671\n", "Epoch 17: Train Acc: 0.7729, Test Acc: 0.7687\n", "Epoch 18: Train Acc: 0.7806, Test Acc: 0.7704\n", "Epoch 19: Train Acc: 0.7913, Test Acc: 0.7817\n", "Epoch 20: Train Acc: 0.7861, Test Acc: 0.7746\n", "Epoch 21: Train Acc: 0.7792, Test Acc: 0.7742\n", "Epoch 22: Train Acc: 0.7969, Test Acc: 0.7854\n", "Epoch 23: Train Acc: 0.7987, Test Acc: 0.7862\n", "Epoch 24: Train Acc: 0.7676, Test Acc: 0.7564\n", "Epoch 25: Train Acc: 0.8101, Test Acc: 0.7971\n", "Epoch 26: Train Acc: 0.7565, Test Acc: 0.7451\n", "Epoch 27: Train Acc: 0.8088, Test Acc: 0.7989\n", "Epoch 28: Train Acc: 0.8098, Test Acc: 0.7978\n", "Epoch 29: Train Acc: 0.8222, Test Acc: 0.8067\n", "Epoch 30: Train Acc: 0.8033, Test Acc: 0.7968\n", " precision recall f1-score support\n", "\n", " 0 0.94 0.98 0.96 2117\n", " 1 0.74 0.96 0.83 2140\n", " 2 0.66 0.72 0.69 2104\n", " 3 0.92 0.54 0.68 2179\n", "\n", " accuracy 0.80 8540\n", " macro avg 0.81 0.80 0.79 8540\n", "weighted avg 0.82 0.80 0.79 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F\n", "from torch_geometric.nn import TransformerConv, global_mean_pool\n", "import torch_scatter\n", "\n", "class NodeTransformer(nn.Module):\n", " \"\"\"Transformer for node features (coordinates).\"\"\"\n", " def __init__(self, input_dim, d_model=64, nhead=8, num_layers=2, dim_feedforward=128, dropout=0.2):\n", " super().__init__()\n", " self.embedding = nn.Linear(input_dim, d_model)\n", " encoder_layer = nn.TransformerEncoderLayer(\n", " d_model=d_model, nhead=nhead, dim_feedforward=dim_feedforward, dropout=dropout, batch_first=True, activation='gelu'\n", " )\n", " self.transformer = nn.TransformerEncoder(encoder_layer, num_layers=num_layers)\n", " self.pool = nn.AdaptiveAvgPool1d(1)\n", "\n", " def forward(self, x, batch):\n", " # x: [total_nodes, input_dim], batch: [total_nodes]\n", " # Group nodes by graph in batch\n", " max_nodes = batch.bincount().max().item()\n", " batch_size = batch.max().item() + 1\n", " padded = torch.zeros(batch_size, max_nodes, x.size(1), device=x.device)\n", " mask = torch.zeros(batch_size, max_nodes, dtype=torch.bool, device=x.device)\n", " for i in range(batch_size):\n", " idx = (batch == i).nonzero(as_tuple=True)[0]\n", " padded[i, :len(idx)] = x[idx]\n", " mask[i, :len(idx)] = 1\n", " x = self.embedding(padded)\n", " x = self.transformer(x, src_key_padding_mask=~mask)\n", " x = x.permute(0, 2, 1) # [batch, d_model, nodes]\n", " x = self.pool(x).squeeze(-1) # [batch, d_model]\n", " return x\n", "\n", "class EdgeTransformer(nn.Module):\n", " \"\"\"TransformerConv for edge features.\"\"\"\n", " def __init__(self, node_dim, edge_dim, out_dim=64, heads=8, dropout=0.2):\n", " super().__init__()\n", " self.conv = TransformerConv(node_dim, out_dim, heads=heads, edge_dim=edge_dim, dropout=dropout)\n", " self.out_dim = out_dim * heads\n", "\n", " def forward(self, x, edge_index, edge_attr, batch):\n", " x = F.relu(self.conv(x, edge_index, edge_attr))\n", " x = global_mean_pool(x, batch)\n", " return x\n", "\n", "class CombinedGraphClassifier(nn.Module):\n", " def __init__(self, node_dim, edge_dim, num_classes, d_model=64,hidden=256, heads=6):\n", " super().__init__()\n", " self.node_net = NodeTransformer(node_dim, d_model=d_model)\n", " self.edge_net = EdgeTransformer(node_dim, edge_dim, out_dim=d_model, heads=heads)\n", " self.classifier = nn.Sequential(\n", " nn.Linear(d_model + d_model * heads, hidden),\n", " nn.ReLU(),\n", " nn.Linear(hidden, num_classes),\n", " # nn.Softmax(dim=1)\n", " )\n", "\n", " def forward(self, data):\n", " node_feat = self.node_net(data.x, data.batch)\n", " edge_feat = self.edge_net(data.x, data.edge_index, data.edge_attr, data.batch)\n", " combined = torch.cat([node_feat, edge_feat], dim=1)\n", " return self.classifier(combined)\n", "\n", "# Example usage:\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "num_node_features = dataset[0].x.shape[1]\n", "num_edge_features = dataset[0].edge_attr.shape[1]\n", "num_classes = 4 # adjust as needed\n", "\n", "model = CombinedGraphClassifier(\n", " node_dim=num_node_features,\n", " edge_dim=num_edge_features,\n", " num_classes=num_classes\n", ").to(device)\n", "\n", "optimizer = torch.optim.Adam(model.parameters(), lr=0.0005)\n", "criterion = nn.CrossEntropyLoss()\n", "\n", "# Training loop (using DataLoader from torch_geometric)\n", "# def train():\n", "# model.train()\n", "# for batch in train_loader:\n", "# batch = batch.to(device)\n", "# optimizer.zero_grad()\n", "# out = model(batch)\n", "# y = batch.y.argmax(dim=1) if batch.y.ndim > 1 else batch.y # handle one-hot or index\n", "# loss = criterion(out, y)\n", "# loss.backward()\n", "def train():\n", " model.train()\n", " for batch in train_loader:\n", " batch = batch.to(device)\n", " optimizer.zero_grad()\n", " out = model(batch) # [num_graphs, num_classes]\n", " # Get labels\n", " if batch.y.ndim > 1:\n", " y = batch.y.argmax(dim=1)\n", " else:\n", " y = batch.y\n", " # Only pool if node-level labels\n", " if y.shape[0] == batch.batch.shape[0]:\n", " y = torch_scatter.scatter_mean(y.float(), batch.batch, dim=0).long().squeeze()\n", " loss = criterion(out, y)\n", " loss.backward()\n", " optimizer.step()\n", "# def test(loader):\n", "# model.eval()\n", "# correct = 0\n", "# total = 0\n", "# y_true, y_pred = [], []\n", "# with torch.no_grad():\n", "# for batch in loader:\n", "# batch = batch.to(device)\n", "# out = model(batch)\n", "# pred = out.argmax(dim=1)\n", "# y = batch.y.argmax(dim=1) if batch.y.ndim > 1 else batch.y\n", "# correct += (pred == y).sum().item()\n", "# total += y.size(0)\n", "# y_true.extend(y.cpu().numpy())\n", "# y_pred.extend(pred.cpu().numpy())\n", "# return correct / total, y_true, y_pred\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " y_true, y_pred = [], []\n", " with torch.no_grad():\n", " for batch in loader:\n", " batch = batch.to(device)\n", " out = model(batch)\n", " # Get labels\n", " if batch.y.ndim > 1:\n", " y = batch.y.argmax(dim=1)\n", " else:\n", " y = batch.y\n", " # Only pool if node-level labels\n", " if y.shape[0] == batch.batch.shape[0]:\n", " y = torch_scatter.scatter_mean(y.float(), batch.batch, dim=0).long().squeeze()\n", " pred = out.argmax(dim=1)\n", " correct += (pred == y).sum().item()\n", " total += y.size(0)\n", " y_true.extend(y.cpu().numpy())\n", " y_pred.extend(pred.cpu().numpy())\n", " return correct / total, y_true, y_pred\n", "\n", "# Example training loop\n", "dataset = dataset.shuffle()\n", "train_size = int(0.8 * len(dataset))\n", "test_size = len(dataset) - train_size\n", "train_data,test_data=dataset[:train_size],dataset[train_size:]\n", "train_loader = DataLoader(train_data, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_data, batch_size=32, shuffle=False)\n", "for epoch in range(1, 31):\n", " train()\n", " train_acc, _, _ = test(train_loader)\n", " test_acc, y_true, y_pred = test(test_loader)\n", " print(f\"Epoch {epoch:02d}: Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}\")\n", "\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 01: Train Acc: 0.5250, Test Acc: 0.5242\n", "Epoch 02: Train Acc: 0.5556, Test Acc: 0.5597\n", "Epoch 03: Train Acc: 0.6012, Test Acc: 0.5923\n", "Epoch 04: Train Acc: 0.6150, Test Acc: 0.6165\n", "Epoch 05: Train Acc: 0.6519, Test Acc: 0.6554\n", "Epoch 06: Train Acc: 0.6794, Test Acc: 0.6821\n", "Epoch 07: Train Acc: 0.6581, Test Acc: 0.6584\n", "Epoch 08: Train Acc: 0.7315, Test Acc: 0.7363\n", "Epoch 09: Train Acc: 0.5714, Test Acc: 0.5778\n", "Epoch 10: Train Acc: 0.6594, Test Acc: 0.6667\n", "Epoch 11: Train Acc: 0.7354, Test Acc: 0.7351\n", "Epoch 12: Train Acc: 0.6722, Test Acc: 0.6717\n", "Epoch 13: Train Acc: 0.7585, Test Acc: 0.7589\n", "Epoch 14: Train Acc: 0.7856, Test Acc: 0.7816\n", "Epoch 15: Train Acc: 0.7722, Test Acc: 0.7770\n", "Epoch 16: Train Acc: 0.7793, Test Acc: 0.7820\n", "Epoch 17: Train Acc: 0.7437, Test Acc: 0.7460\n", "Epoch 18: Train Acc: 0.7930, Test Acc: 0.7899\n", "Epoch 19: Train Acc: 0.7765, Test Acc: 0.7795\n", "Epoch 20: Train Acc: 0.7699, Test Acc: 0.7705\n", "Epoch 21: Train Acc: 0.7684, Test Acc: 0.7728\n", "Epoch 22: Train Acc: 0.7996, Test Acc: 0.8001\n", "Epoch 23: Train Acc: 0.8106, Test Acc: 0.8097\n", "Epoch 24: Train Acc: 0.8019, Test Acc: 0.8018\n", "Epoch 25: Train Acc: 0.7727, Test Acc: 0.7742\n", "Epoch 26: Train Acc: 0.7210, Test Acc: 0.7227\n", "Epoch 27: Train Acc: 0.7692, Test Acc: 0.7693\n", "Epoch 28: Train Acc: 0.7919, Test Acc: 0.7863\n", "Epoch 29: Train Acc: 0.6665, Test Acc: 0.6679\n", "Epoch 30: Train Acc: 0.6828, Test Acc: 0.6872\n", " precision recall f1-score support\n", "\n", " 0 0.98 0.59 0.74 2113\n", " 1 0.61 0.99 0.76 2150\n", " 2 0.76 0.61 0.68 2153\n", " 3 0.57 0.55 0.56 2124\n", "\n", " accuracy 0.69 8540\n", " macro avg 0.73 0.69 0.68 8540\n", "weighted avg 0.73 0.69 0.68 8540\n", "\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F\n", "from torch_geometric.nn import TransformerConv, global_mean_pool\n", "import torch_scatter\n", "\n", "class NodeTransformer(nn.Module):\n", " \"\"\"Transformer for node features (coordinates).\"\"\"\n", " def __init__(self, input_dim, d_model=64, nhead=8, num_layers=2, dim_feedforward=128, dropout=0.2):\n", " super().__init__()\n", " self.embedding = nn.Linear(input_dim, d_model)\n", " encoder_layer = nn.TransformerEncoderLayer(\n", " d_model=d_model, nhead=nhead, dim_feedforward=dim_feedforward, dropout=dropout, batch_first=True, activation='gelu'\n", " )\n", " self.transformer = nn.TransformerEncoder(encoder_layer, num_layers=num_layers)\n", " self.pool = nn.AdaptiveAvgPool1d(1)\n", "\n", " def forward(self, x, batch):\n", " # x: [total_nodes, input_dim], batch: [total_nodes]\n", " # Group nodes by graph in batch\n", " max_nodes = batch.bincount().max().item()\n", " batch_size = batch.max().item() + 1\n", " padded = torch.zeros(batch_size, max_nodes, x.size(1), device=x.device)\n", " mask = torch.zeros(batch_size, max_nodes, dtype=torch.bool, device=x.device)\n", " for i in range(batch_size):\n", " idx = (batch == i).nonzero(as_tuple=True)[0]\n", " padded[i, :len(idx)] = x[idx]\n", " mask[i, :len(idx)] = 1\n", " x = self.embedding(padded)\n", " x = self.transformer(x, src_key_padding_mask=~mask)\n", " x = x.permute(0, 2, 1) # [batch, d_model, nodes]\n", " x = self.pool(x).squeeze(-1) # [batch, d_model]\n", " return x\n", "\n", "class EdgeTransformer(nn.Module):\n", " \"\"\"TransformerConv for edge features.\"\"\"\n", " def __init__(self, node_dim, edge_dim, out_dim=64, heads=8, dropout=0.2):\n", " super().__init__()\n", " self.conv = TransformerConv(node_dim, out_dim, heads=heads, edge_dim=edge_dim, dropout=dropout)\n", " self.out_dim = out_dim * heads\n", "\n", " def forward(self, x, edge_index, edge_attr, batch):\n", " x = F.relu(self.conv(x, edge_index, edge_attr))\n", " x = global_mean_pool(x, batch)\n", " return x\n", "\n", "class CombinedGraphClassifier(nn.Module):\n", " def __init__(self, node_dim, edge_dim, num_classes, d_model=64,hidden=256, heads=6):\n", " super().__init__()\n", " self.node_net = NodeTransformer(node_dim, d_model=d_model)\n", " self.edge_net = EdgeTransformer(node_dim, edge_dim, out_dim=d_model, heads=heads)\n", " self.classifier = nn.Sequential(\n", " nn.Linear(d_model + d_model * heads, hidden),\n", " nn.ReLU(),\n", " nn.Linear(hidden, num_classes),\n", " # nn.Softmax(dim=1)\n", " )\n", "\n", " def forward(self, data):\n", " node_feat = self.node_net(data.x, data.batch)\n", " edge_feat = self.edge_net(data.x, data.edge_index, data.edge_attr, data.batch)\n", " combined = torch.cat([node_feat, edge_feat], dim=1)\n", " return self.classifier(combined)\n", "\n", "# Example usage:\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "num_node_features = dataset[0].x.shape[1]\n", "num_edge_features = dataset[0].edge_attr.shape[1]\n", "num_classes = 4 # adjust as needed\n", "\n", "model = CombinedGraphClassifier(\n", " node_dim=num_node_features,\n", " edge_dim=num_edge_features,\n", " num_classes=num_classes\n", ").to(device)\n", "\n", "optimizer = torch.optim.RMSprop(model.parameters(), lr=0.0005)\n", "criterion = nn.CrossEntropyLoss()\n", "\n", "# Training loop (using DataLoader from torch_geometric)\n", "# def train():\n", "# model.train()\n", "# for batch in train_loader:\n", "# batch = batch.to(device)\n", "# optimizer.zero_grad()\n", "# out = model(batch)\n", "# y = batch.y.argmax(dim=1) if batch.y.ndim > 1 else batch.y # handle one-hot or index\n", "# loss = criterion(out, y)\n", "# loss.backward()\n", "def train():\n", " model.train()\n", " for batch in train_loader:\n", " batch = batch.to(device)\n", " optimizer.zero_grad()\n", " out = model(batch) # [num_graphs, num_classes]\n", " # Get labels\n", " if batch.y.ndim > 1:\n", " y = batch.y.argmax(dim=1)\n", " else:\n", " y = batch.y\n", " # Only pool if node-level labels\n", " if y.shape[0] == batch.batch.shape[0]:\n", " y = torch_scatter.scatter_mean(y.float(), batch.batch, dim=0).long().squeeze()\n", " loss = criterion(out, y)\n", " loss.backward()\n", " optimizer.step()\n", "# def test(loader):\n", "# model.eval()\n", "# correct = 0\n", "# total = 0\n", "# y_true, y_pred = [], []\n", "# with torch.no_grad():\n", "# for batch in loader:\n", "# batch = batch.to(device)\n", "# out = model(batch)\n", "# pred = out.argmax(dim=1)\n", "# y = batch.y.argmax(dim=1) if batch.y.ndim > 1 else batch.y\n", "# correct += (pred == y).sum().item()\n", "# total += y.size(0)\n", "# y_true.extend(y.cpu().numpy())\n", "# y_pred.extend(pred.cpu().numpy())\n", "# return correct / total, y_true, y_pred\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " total = 0\n", " y_true, y_pred = [], []\n", " with torch.no_grad():\n", " for batch in loader:\n", " batch = batch.to(device)\n", " out = model(batch)\n", " # Get labels\n", " if batch.y.ndim > 1:\n", " y = batch.y.argmax(dim=1)\n", " else:\n", " y = batch.y\n", " # Only pool if node-level labels\n", " if y.shape[0] == batch.batch.shape[0]:\n", " y = torch_scatter.scatter_mean(y.float(), batch.batch, dim=0).long().squeeze()\n", " pred = out.argmax(dim=1)\n", " correct += (pred == y).sum().item()\n", " total += y.size(0)\n", " y_true.extend(y.cpu().numpy())\n", " y_pred.extend(pred.cpu().numpy())\n", " return correct / total, y_true, y_pred\n", "\n", "# Example training loop\n", "dataset = dataset.shuffle()\n", "train_size = int(0.8 * len(dataset))\n", "test_size = len(dataset) - train_size\n", "train_data,test_data=dataset[:train_size],dataset[train_size:]\n", "train_loader = DataLoader(train_data, batch_size=32, shuffle=True)\n", "test_loader = DataLoader(test_data, batch_size=32, shuffle=False)\n", "for epoch in range(1, 31):\n", " train()\n", " train_acc, _, _ = test(train_loader)\n", " test_acc, y_true, y_pred = test(test_loader)\n", " print(f\"Epoch {epoch:02d}: Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}\")\n", "\n", "from sklearn.metrics import classification_report\n", "print(classification_report(y_true, y_pred))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### GAT" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from torch_geometric.nn import GATv2Conv\n", "from torch_geometric.nn.glob import global_mean_pool\n", "class GATv2(torch.nn.Module):\n", " def __init__(self,dim_h,heads=1):\n", " super().__init__()\n", " torch.manual_seed(55)\n", " self.gat1=GATv2Conv(dataset.num_node_features,dim_h*2,heads=heads,concat=False)\n", " self.gat2=GATv2Conv(dim_h*2,dim_h*2,heads=1)\n", " self.gat3=GATv2Conv(dim_h*2,dim_h,heads=1)\n", " self.gat4=GATv2Conv(dim_h,dim_h,heads=1)\n", " self.lin=torch.nn.Linear(dim_h,dataset.num_classes)\n", " def forward(self,data):\n", " x,edge_index,edge_attr,batch=data.x,data.edge_index,data.edge_attr,data.batch\n", " x=self.gat1(x,edge_index)\n", " x=F.elu(x)\n", " x=self.gat2(x,edge_index)\n", " x=F.elu(x)\n", " x=self.gat3(x,edge_index)\n", " x=F.elu(x)\n", " x=self.gat4(x,edge_index)\n", " x=global_mean_pool(x,batch)\n", " x=F.dropout(x,0.5,training=self.training)\n", " x=self.lin(x)\n", " return x\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.3868, Test Acc: 0.3838, Time: 17.0913 seconds\n", "Epoch: 002, Train Acc: 0.4970, Test Acc: 0.4985, Time: 17.0631 seconds\n", "Epoch: 003, Train Acc: 0.5621, Test Acc: 0.5649, Time: 16.9579 seconds\n", "Epoch: 004, Train Acc: 0.5833, Test Acc: 0.5867, Time: 16.8877 seconds\n", "Epoch: 005, Train Acc: 0.5930, Test Acc: 0.5943, Time: 16.9609 seconds\n", "Epoch: 006, Train Acc: 0.5995, Test Acc: 0.5953, Time: 16.9610 seconds\n", "Epoch: 007, Train Acc: 0.6222, Test Acc: 0.6248, Time: 16.9664 seconds\n", "Epoch: 008, Train Acc: 0.6144, Test Acc: 0.6073, Time: 16.9380 seconds\n", "Epoch: 009, Train Acc: 0.5938, Test Acc: 0.5985, Time: 16.9672 seconds\n", "Epoch: 010, Train Acc: 0.6442, Test Acc: 0.6415, Time: 16.9992 seconds\n", "Epoch: 011, Train Acc: 0.6524, Test Acc: 0.6495, Time: 16.9497 seconds\n", "Epoch: 012, Train Acc: 0.6652, Test Acc: 0.6624, Time: 16.8987 seconds\n", "Epoch: 013, Train Acc: 0.6517, Test Acc: 0.6487, Time: 17.0606 seconds\n", "Epoch: 014, Train Acc: 0.6565, Test Acc: 0.6554, Time: 16.9609 seconds\n", "Epoch: 015, Train Acc: 0.6280, Test Acc: 0.6273, Time: 16.9593 seconds\n", "Epoch: 016, Train Acc: 0.6884, Test Acc: 0.6843, Time: 16.9836 seconds\n", "Epoch: 017, Train Acc: 0.6839, Test Acc: 0.6817, Time: 16.9112 seconds\n", "Epoch: 018, Train Acc: 0.6798, Test Acc: 0.6767, Time: 16.9169 seconds\n", "Epoch: 019, Train Acc: 0.6683, Test Acc: 0.6691, Time: 16.8993 seconds\n", "Epoch: 020, Train Acc: 0.6548, Test Acc: 0.6519, Time: 16.7802 seconds\n", "Epoch: 021, Train Acc: 0.7004, Test Acc: 0.6981, Time: 16.8076 seconds\n", "Epoch: 022, Train Acc: 0.6956, Test Acc: 0.6922, Time: 16.5835 seconds\n", "Epoch: 023, Train Acc: 0.7019, Test Acc: 0.7009, Time: 16.5395 seconds\n", "Epoch: 024, Train Acc: 0.6901, Test Acc: 0.6838, Time: 16.5847 seconds\n", "Epoch: 025, Train Acc: 0.7007, Test Acc: 0.6996, Time: 16.5584 seconds\n", "Epoch: 026, Train Acc: 0.7073, Test Acc: 0.7033, Time: 16.5011 seconds\n", "Epoch: 027, Train Acc: 0.7032, Test Acc: 0.7062, Time: 16.7365 seconds\n", "Epoch: 028, Train Acc: 0.7108, Test Acc: 0.7100, Time: 16.5967 seconds\n", "Epoch: 029, Train Acc: 0.6868, Test Acc: 0.6870, Time: 16.5741 seconds\n", "Epoch: 030, Train Acc: 0.6871, Test Acc: 0.6864, Time: 16.5379 seconds\n", "Epoch: 031, Train Acc: 0.7149, Test Acc: 0.7135, Time: 16.8507 seconds\n", "Epoch: 032, Train Acc: 0.6994, Test Acc: 0.6996, Time: 16.5387 seconds\n", "Epoch: 033, Train Acc: 0.6957, Test Acc: 0.6958, Time: 16.5181 seconds\n", "Epoch: 034, Train Acc: 0.7120, Test Acc: 0.7087, Time: 16.6038 seconds\n", "Epoch: 035, Train Acc: 0.7219, Test Acc: 0.7151, Time: 16.5216 seconds\n", "Epoch: 036, Train Acc: 0.7215, Test Acc: 0.7132, Time: 16.6581 seconds\n", "Epoch: 037, Train Acc: 0.7109, Test Acc: 0.7098, Time: 16.6561 seconds\n", "Epoch: 038, Train Acc: 0.7045, Test Acc: 0.7007, Time: 16.4373 seconds\n", "Epoch: 039, Train Acc: 0.7205, Test Acc: 0.7189, Time: 16.4382 seconds\n", "Epoch: 040, Train Acc: 0.7241, Test Acc: 0.7255, Time: 16.4157 seconds\n", "Epoch: 041, Train Acc: 0.7423, Test Acc: 0.7359, Time: 16.4382 seconds\n", "Epoch: 042, Train Acc: 0.7310, Test Acc: 0.7245, Time: 16.5676 seconds\n", "Epoch: 043, Train Acc: 0.7331, Test Acc: 0.7283, Time: 16.4507 seconds\n", "Epoch: 044, Train Acc: 0.7457, Test Acc: 0.7368, Time: 16.4925 seconds\n", "Epoch: 045, Train Acc: 0.7404, Test Acc: 0.7336, Time: 16.5390 seconds\n", "Epoch: 046, Train Acc: 0.7319, Test Acc: 0.7248, Time: 16.5275 seconds\n", "Epoch: 047, Train Acc: 0.7430, Test Acc: 0.7379, Time: 16.5160 seconds\n", "Epoch: 048, Train Acc: 0.7366, Test Acc: 0.7269, Time: 16.4696 seconds\n", "Epoch: 049, Train Acc: 0.7584, Test Acc: 0.7478, Time: 16.5314 seconds\n", "Epoch: 050, Train Acc: 0.7207, Test Acc: 0.7166, Time: 16.4352 seconds\n", "Epoch: 051, Train Acc: 0.7478, Test Acc: 0.7418, Time: 16.3913 seconds\n", "Epoch: 052, Train Acc: 0.7478, Test Acc: 0.7430, Time: 16.4014 seconds\n", "Epoch: 053, Train Acc: 0.7650, Test Acc: 0.7559, Time: 16.4518 seconds\n", "Epoch: 054, Train Acc: 0.7388, Test Acc: 0.7389, Time: 16.4624 seconds\n", "Epoch: 055, Train Acc: 0.7544, Test Acc: 0.7471, Time: 16.7825 seconds\n", "Epoch: 056, Train Acc: 0.7564, Test Acc: 0.7420, Time: 16.7826 seconds\n", "Epoch: 057, Train Acc: 0.7339, Test Acc: 0.7321, Time: 16.7732 seconds\n", "Epoch: 058, Train Acc: 0.7305, Test Acc: 0.7280, Time: 16.7205 seconds\n", "Epoch: 059, Train Acc: 0.7626, Test Acc: 0.7573, Time: 17.2555 seconds\n", "Epoch: 060, Train Acc: 0.7672, Test Acc: 0.7550, Time: 17.8492 seconds\n", "Epoch: 061, Train Acc: 0.7316, Test Acc: 0.7282, Time: 16.5640 seconds\n", "Epoch: 062, Train Acc: 0.7577, Test Acc: 0.7499, Time: 16.2819 seconds\n", "Epoch: 063, Train Acc: 0.7666, Test Acc: 0.7548, Time: 16.3473 seconds\n", "Epoch: 064, Train Acc: 0.7765, Test Acc: 0.7685, Time: 16.3365 seconds\n", "Epoch: 065, Train Acc: 0.7813, Test Acc: 0.7727, Time: 16.3548 seconds\n", "Epoch: 066, Train Acc: 0.7756, Test Acc: 0.7664, Time: 16.3155 seconds\n", "Epoch: 067, Train Acc: 0.7698, Test Acc: 0.7590, Time: 16.3371 seconds\n", "Epoch: 068, Train Acc: 0.7754, Test Acc: 0.7653, Time: 16.3066 seconds\n", "Epoch: 069, Train Acc: 0.7858, Test Acc: 0.7800, Time: 16.2847 seconds\n", "TOtal time taken:1150.7554 seconds\n" ] } ], "source": [ "\n", "model = GATv2(64).to(device)\n", "optimizer = torch.optim.Adam(model.parameters(), lr=0.001)\n", "criterion = torch.nn.CrossEntropyLoss()\n", "\n", "def train():\n", " model.train()\n", "\n", " for data in train_loader: # Iterate in batches over the training dataset.\n", " out = model(data.to(device)) # Perform a single forward pass.\n", " loss = criterion(out, data.y) # Compute the loss.\n", " loss.backward() # Derive gradients.\n", " optimizer.step() # Update parameters based on gradients.\n", " optimizer.zero_grad() # Clear gradients.\n", "\n", "def test(loader):\n", " model.eval()\n", "\n", " correct = 0\n", " for data in loader: # Iterate in batches over the training/test dataset.\n", " out = model(data.to(device))\n", " pred = out.argmax(dim=1) # Use the class with highest probability.\n", " correct += int((pred == data.y).sum()) # Check against ground-truth labels.\n", " return correct / len(loader.dataset) # Derive ratio of correct predictions.\n", "\n", "\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 70):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [], "source": [ "from torch_geometric.nn import GATv2Conv\n", "from torch_geometric.nn.glob import global_mean_pool\n", "class GATv2(torch.nn.Module):\n", " def __init__(self,dim_h,heads=4):\n", " super().__init__()\n", " torch.manual_seed(55)\n", " self.gat1=GATv2Conv(dataset.num_node_features,dim_h*2,heads=heads,concat=False)\n", " self.gat2=GATv2Conv(dim_h*2,dim_h,heads=1,concat=False)\n", " self.lin=torch.nn.Linear(dim_h,dataset.num_classes)\n", " def forward(self,data):\n", " x,edge_index,edge_attr,batch=data.x,data.edge_index,data.edge_attr,data.batch\n", " x=self.gat1(x,edge_index)\n", " x=F.elu(x)\n", " x=self.gat2(x,edge_index)\n", " x=F.elu(x)\n", " x=global_mean_pool(x,batch)\n", " x=F.dropout(x,0.3,training=self.training)\n", " x=self.lin(x)\n", " return x\n" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.2933, Test Acc: 0.2938, Time: 14.8414 seconds\n", "Epoch: 002, Train Acc: 0.5458, Test Acc: 0.5489, Time: 14.5150 seconds\n", "Epoch: 003, Train Acc: 0.6046, Test Acc: 0.6028, Time: 14.5873 seconds\n", "Epoch: 004, Train Acc: 0.5832, Test Acc: 0.5913, Time: 14.6444 seconds\n", "Epoch: 005, Train Acc: 0.6274, Test Acc: 0.6265, Time: 14.6253 seconds\n", "Epoch: 006, Train Acc: 0.6305, Test Acc: 0.6350, Time: 14.6635 seconds\n", "Epoch: 007, Train Acc: 0.6311, Test Acc: 0.6320, Time: 14.7678 seconds\n", "Epoch: 008, Train Acc: 0.6596, Test Acc: 0.6549, Time: 14.7142 seconds\n", "Epoch: 009, Train Acc: 0.6470, Test Acc: 0.6487, Time: 14.6759 seconds\n", "Epoch: 010, Train Acc: 0.6880, Test Acc: 0.6836, Time: 14.7051 seconds\n", "Epoch: 011, Train Acc: 0.6412, Test Acc: 0.6410, Time: 14.6934 seconds\n", "Epoch: 012, Train Acc: 0.7034, Test Acc: 0.7001, Time: 14.8331 seconds\n", "Epoch: 013, Train Acc: 0.6851, Test Acc: 0.6809, Time: 14.6855 seconds\n", "Epoch: 014, Train Acc: 0.7024, Test Acc: 0.7000, Time: 14.9229 seconds\n", "Epoch: 015, Train Acc: 0.6752, Test Acc: 0.6710, Time: 14.7539 seconds\n", "Epoch: 016, Train Acc: 0.7036, Test Acc: 0.6993, Time: 14.9256 seconds\n", "Epoch: 017, Train Acc: 0.7202, Test Acc: 0.7192, Time: 14.8915 seconds\n", "Epoch: 018, Train Acc: 0.7231, Test Acc: 0.7198, Time: 14.7497 seconds\n", "Epoch: 019, Train Acc: 0.7169, Test Acc: 0.7146, Time: 14.7906 seconds\n", "Epoch: 020, Train Acc: 0.6452, Test Acc: 0.6445, Time: 14.7369 seconds\n", "Epoch: 021, Train Acc: 0.7309, Test Acc: 0.7252, Time: 14.7107 seconds\n", "Epoch: 022, Train Acc: 0.7263, Test Acc: 0.7200, Time: 14.6863 seconds\n", "Epoch: 023, Train Acc: 0.7319, Test Acc: 0.7231, Time: 14.7392 seconds\n", "Epoch: 024, Train Acc: 0.7385, Test Acc: 0.7341, Time: 14.6990 seconds\n", "Epoch: 025, Train Acc: 0.7360, Test Acc: 0.7345, Time: 14.6937 seconds\n", "Epoch: 026, Train Acc: 0.6600, Test Acc: 0.6611, Time: 14.6929 seconds\n", "Epoch: 027, Train Acc: 0.7390, Test Acc: 0.7424, Time: 14.6895 seconds\n", "Epoch: 028, Train Acc: 0.7605, Test Acc: 0.7583, Time: 14.7155 seconds\n", "Epoch: 029, Train Acc: 0.7566, Test Acc: 0.7465, Time: 14.8470 seconds\n", "Epoch: 030, Train Acc: 0.7549, Test Acc: 0.7472, Time: 14.7295 seconds\n", "Epoch: 031, Train Acc: 0.7633, Test Acc: 0.7576, Time: 14.7221 seconds\n", "Epoch: 032, Train Acc: 0.7335, Test Acc: 0.7329, Time: 14.6862 seconds\n", "Epoch: 033, Train Acc: 0.7735, Test Acc: 0.7700, Time: 14.7812 seconds\n", "Epoch: 034, Train Acc: 0.7758, Test Acc: 0.7669, Time: 14.6980 seconds\n", "Epoch: 035, Train Acc: 0.7841, Test Acc: 0.7787, Time: 14.6698 seconds\n", "Epoch: 036, Train Acc: 0.7463, Test Acc: 0.7375, Time: 14.7068 seconds\n", "Epoch: 037, Train Acc: 0.7662, Test Acc: 0.7583, Time: 14.6904 seconds\n", "Epoch: 038, Train Acc: 0.7606, Test Acc: 0.7519, Time: 14.7060 seconds\n", "Epoch: 039, Train Acc: 0.7808, Test Acc: 0.7765, Time: 14.7610 seconds\n", "Epoch: 040, Train Acc: 0.7595, Test Acc: 0.7431, Time: 14.8018 seconds\n", "Epoch: 041, Train Acc: 0.7788, Test Acc: 0.7735, Time: 14.8021 seconds\n", "Epoch: 042, Train Acc: 0.7583, Test Acc: 0.7500, Time: 14.8446 seconds\n", "Epoch: 043, Train Acc: 0.7918, Test Acc: 0.7863, Time: 14.6741 seconds\n", "Epoch: 044, Train Acc: 0.7755, Test Acc: 0.7671, Time: 14.8232 seconds\n", "Epoch: 045, Train Acc: 0.7888, Test Acc: 0.7803, Time: 14.7583 seconds\n", "Epoch: 046, Train Acc: 0.7812, Test Acc: 0.7711, Time: 14.7633 seconds\n", "Epoch: 047, Train Acc: 0.7986, Test Acc: 0.7885, Time: 14.8423 seconds\n", "Epoch: 048, Train Acc: 0.8042, Test Acc: 0.7950, Time: 14.7288 seconds\n", "Epoch: 049, Train Acc: 0.8096, Test Acc: 0.8036, Time: 14.9671 seconds\n", "TOtal time taken:722.3648 seconds\n" ] } ], "source": [ "\n", "model = GATv2(64).to(device)\n", "optimizer = torch.optim.Adam(model.parameters(), lr=0.001)\n", "criterion = torch.nn.CrossEntropyLoss()\n", "\n", "def train():\n", " model.train()\n", "\n", " for data in train_loader: # Iterate in batches over the training dataset.\n", " out = model(data.to(device)) # Perform a single forward pass.\n", " loss = criterion(out, data.y) # Compute the loss.\n", " loss.backward() # Derive gradients.\n", " optimizer.step() # Update parameters based on gradients.\n", " optimizer.zero_grad() # Clear gradients.\n", "\n", "def test(loader):\n", " model.eval()\n", "\n", " correct = 0\n", " for data in loader: # Iterate in batches over the training/test dataset.\n", " out = model(data.to(device))\n", " pred = out.argmax(dim=1) # Use the class with highest probability.\n", " correct += int((pred == data.y).sum()) # Check against ground-truth labels.\n", " return correct / len(loader.dataset) # Derive ratio of correct predictions.\n", "\n", "\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 50):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.8027, Test Acc: 0.7924, Time: 14.7421 seconds\n", "Epoch: 002, Train Acc: 0.8011, Test Acc: 0.7876, Time: 14.5653 seconds\n", "Epoch: 003, Train Acc: 0.8033, Test Acc: 0.7931, Time: 14.6589 seconds\n", "Epoch: 004, Train Acc: 0.7908, Test Acc: 0.7885, Time: 14.7766 seconds\n", "Epoch: 005, Train Acc: 0.8013, Test Acc: 0.7924, Time: 15.1366 seconds\n", "Epoch: 006, Train Acc: 0.8109, Test Acc: 0.7982, Time: 15.1124 seconds\n", "Epoch: 007, Train Acc: 0.8062, Test Acc: 0.7868, Time: 15.1942 seconds\n", "Epoch: 008, Train Acc: 0.8234, Test Acc: 0.8190, Time: 14.7395 seconds\n", "Epoch: 009, Train Acc: 0.8162, Test Acc: 0.8118, Time: 14.7898 seconds\n", "Epoch: 010, Train Acc: 0.8152, Test Acc: 0.8028, Time: 14.9490 seconds\n", "Epoch: 011, Train Acc: 0.8081, Test Acc: 0.7939, Time: 15.1670 seconds\n", "Epoch: 012, Train Acc: 0.7999, Test Acc: 0.7899, Time: 14.8334 seconds\n", "Epoch: 013, Train Acc: 0.8121, Test Acc: 0.8004, Time: 14.8036 seconds\n", "Epoch: 014, Train Acc: 0.8234, Test Acc: 0.8171, Time: 14.8608 seconds\n", "Epoch: 015, Train Acc: 0.8025, Test Acc: 0.7911, Time: 14.8695 seconds\n", "Epoch: 016, Train Acc: 0.8218, Test Acc: 0.8103, Time: 14.7893 seconds\n", "Epoch: 017, Train Acc: 0.7915, Test Acc: 0.7786, Time: 14.7400 seconds\n", "Epoch: 018, Train Acc: 0.8234, Test Acc: 0.8102, Time: 14.7676 seconds\n", "Epoch: 019, Train Acc: 0.8310, Test Acc: 0.8194, Time: 14.8575 seconds\n", "Epoch: 020, Train Acc: 0.8332, Test Acc: 0.8256, Time: 14.9250 seconds\n", "Epoch: 021, Train Acc: 0.8376, Test Acc: 0.8261, Time: 14.8355 seconds\n", "Epoch: 022, Train Acc: 0.8337, Test Acc: 0.8255, Time: 14.8260 seconds\n", "Epoch: 023, Train Acc: 0.8375, Test Acc: 0.8286, Time: 14.8317 seconds\n", "Epoch: 024, Train Acc: 0.8205, Test Acc: 0.8061, Time: 14.8063 seconds\n", "Epoch: 025, Train Acc: 0.8308, Test Acc: 0.8169, Time: 14.8549 seconds\n", "Epoch: 026, Train Acc: 0.8165, Test Acc: 0.8029, Time: 14.8770 seconds\n", "Epoch: 027, Train Acc: 0.8357, Test Acc: 0.8275, Time: 14.9453 seconds\n", "Epoch: 028, Train Acc: 0.8380, Test Acc: 0.8267, Time: 14.7989 seconds\n", "Epoch: 029, Train Acc: 0.8323, Test Acc: 0.8199, Time: 14.8660 seconds\n", "TOtal time taken:430.9313 seconds\n" ] } ], "source": [ "\n", "\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 30):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.8292, Test Acc: 0.8158, Time: 15.1155 seconds\n", "Epoch: 002, Train Acc: 0.8395, Test Acc: 0.8292, Time: 14.6912 seconds\n", "Epoch: 003, Train Acc: 0.8457, Test Acc: 0.8374, Time: 14.8252 seconds\n", "Epoch: 004, Train Acc: 0.8364, Test Acc: 0.8241, Time: 14.8685 seconds\n", "Epoch: 005, Train Acc: 0.8296, Test Acc: 0.8163, Time: 14.9372 seconds\n", "Epoch: 006, Train Acc: 0.8306, Test Acc: 0.8187, Time: 14.9031 seconds\n", "Epoch: 007, Train Acc: 0.8450, Test Acc: 0.8336, Time: 14.9014 seconds\n", "Epoch: 008, Train Acc: 0.8405, Test Acc: 0.8300, Time: 14.8450 seconds\n", "Epoch: 009, Train Acc: 0.8257, Test Acc: 0.8167, Time: 14.8483 seconds\n", "Epoch: 010, Train Acc: 0.8411, Test Acc: 0.8282, Time: 14.8554 seconds\n", "Epoch: 011, Train Acc: 0.8514, Test Acc: 0.8386, Time: 14.8586 seconds\n", "Epoch: 012, Train Acc: 0.8378, Test Acc: 0.8254, Time: 14.8521 seconds\n", "Epoch: 013, Train Acc: 0.8269, Test Acc: 0.8180, Time: 14.9402 seconds\n", "Epoch: 014, Train Acc: 0.8491, Test Acc: 0.8370, Time: 14.8334 seconds\n", "Epoch: 015, Train Acc: 0.8264, Test Acc: 0.8193, Time: 14.8603 seconds\n", "Epoch: 016, Train Acc: 0.8420, Test Acc: 0.8319, Time: 14.8562 seconds\n", "Epoch: 017, Train Acc: 0.8355, Test Acc: 0.8227, Time: 14.8491 seconds\n", "Epoch: 018, Train Acc: 0.8496, Test Acc: 0.8406, Time: 14.8124 seconds\n", "Epoch: 019, Train Acc: 0.8431, Test Acc: 0.8326, Time: 15.0334 seconds\n", "Epoch: 020, Train Acc: 0.8192, Test Acc: 0.8078, Time: 15.0863 seconds\n", "Epoch: 021, Train Acc: 0.8391, Test Acc: 0.8245, Time: 15.1741 seconds\n", "Epoch: 022, Train Acc: 0.8510, Test Acc: 0.8392, Time: 16.0075 seconds\n", "Epoch: 023, Train Acc: 0.8411, Test Acc: 0.8254, Time: 15.3726 seconds\n", "Epoch: 024, Train Acc: 0.8551, Test Acc: 0.8418, Time: 15.3938 seconds\n", "Epoch: 025, Train Acc: 0.8328, Test Acc: 0.8185, Time: 15.4740 seconds\n", "Epoch: 026, Train Acc: 0.8261, Test Acc: 0.8150, Time: 15.1481 seconds\n", "Epoch: 027, Train Acc: 0.8463, Test Acc: 0.8330, Time: 15.1279 seconds\n", "Epoch: 028, Train Acc: 0.7478, Test Acc: 0.7515, Time: 15.1903 seconds\n", "Epoch: 029, Train Acc: 0.8464, Test Acc: 0.8432, Time: 15.3637 seconds\n", "Epoch: 030, Train Acc: 0.8068, Test Acc: 0.7872, Time: 15.2651 seconds\n", "Epoch: 031, Train Acc: 0.8543, Test Acc: 0.8424, Time: 15.0965 seconds\n", "Epoch: 032, Train Acc: 0.8504, Test Acc: 0.8431, Time: 15.5139 seconds\n", "Epoch: 033, Train Acc: 0.8583, Test Acc: 0.8494, Time: 15.0757 seconds\n", "Epoch: 034, Train Acc: 0.8471, Test Acc: 0.8304, Time: 15.0395 seconds\n", "Epoch: 035, Train Acc: 0.8471, Test Acc: 0.8314, Time: 14.9702 seconds\n", "Epoch: 036, Train Acc: 0.8311, Test Acc: 0.8207, Time: 15.0796 seconds\n", "Epoch: 037, Train Acc: 0.8542, Test Acc: 0.8440, Time: 14.9319 seconds\n", "Epoch: 038, Train Acc: 0.8447, Test Acc: 0.8358, Time: 15.1092 seconds\n", "Epoch: 039, Train Acc: 0.8466, Test Acc: 0.8384, Time: 14.9614 seconds\n", "Epoch: 040, Train Acc: 0.8551, Test Acc: 0.8430, Time: 14.8061 seconds\n", "Epoch: 041, Train Acc: 0.8572, Test Acc: 0.8427, Time: 14.8452 seconds\n", "Epoch: 042, Train Acc: 0.8531, Test Acc: 0.8432, Time: 14.8257 seconds\n", "Epoch: 043, Train Acc: 0.8460, Test Acc: 0.8355, Time: 14.8048 seconds\n", "Epoch: 044, Train Acc: 0.8472, Test Acc: 0.8361, Time: 14.8956 seconds\n", "Epoch: 045, Train Acc: 0.8494, Test Acc: 0.8356, Time: 32.4129 seconds\n", "Epoch: 046, Train Acc: 0.8511, Test Acc: 0.8390, Time: 30.6153 seconds\n", "Epoch: 047, Train Acc: 0.8497, Test Acc: 0.8365, Time: 33.9463 seconds\n", "Epoch: 048, Train Acc: 0.8678, Test Acc: 0.8591, Time: 35.3313 seconds\n", "Epoch: 049, Train Acc: 0.8579, Test Acc: 0.8446, Time: 33.7208 seconds\n", "TOtal time taken:827.2919 seconds\n" ] } ], "source": [ "\n", "\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 50):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.8462, Test Acc: 0.8336, Time: 33.6636 seconds\n", "Epoch: 002, Train Acc: 0.8700, Test Acc: 0.8615, Time: 35.4566 seconds\n", "Epoch: 003, Train Acc: 0.8656, Test Acc: 0.8541, Time: 34.4517 seconds\n", "Epoch: 004, Train Acc: 0.8597, Test Acc: 0.8535, Time: 33.2402 seconds\n", "Epoch: 005, Train Acc: 0.8368, Test Acc: 0.8263, Time: 32.9283 seconds\n", "Epoch: 006, Train Acc: 0.8688, Test Acc: 0.8590, Time: 33.9548 seconds\n", "Epoch: 007, Train Acc: 0.8703, Test Acc: 0.8577, Time: 25.9321 seconds\n", "Epoch: 008, Train Acc: 0.8611, Test Acc: 0.8486, Time: 28.1766 seconds\n", "Epoch: 009, Train Acc: 0.8674, Test Acc: 0.8547, Time: 33.6685 seconds\n", "Epoch: 010, Train Acc: 0.8511, Test Acc: 0.8378, Time: 35.1430 seconds\n", "Epoch: 011, Train Acc: 0.8699, Test Acc: 0.8553, Time: 35.9266 seconds\n", "Epoch: 012, Train Acc: 0.8710, Test Acc: 0.8598, Time: 35.4059 seconds\n" ] } ], "source": [ "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 50):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "ename": "NameError", "evalue": "name 'time' is not defined", "output_type": "error", "traceback": [ "\u001b[31m---------------------------------------------------------------------------\u001b[39m", "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[1]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m 1\u001b[39m acc,t=[],[]\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m a=\u001b[43mtime\u001b[49m.time()\n\u001b[32m 3\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m epoch \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[32m1\u001b[39m, \u001b[32m50\u001b[39m):\n\u001b[32m 4\u001b[39m x=time.time()\n", "\u001b[31mNameError\u001b[39m: name 'time' is not defined" ] } ], "source": [ "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 50):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'TOtal time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Chebnet" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [], "source": [ "import time\n", "import torch.nn.functional as F\n", "from torch.nn import Linear, Dropout\n", "from torch_geometric.nn import ChebConv" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [], "source": [ "from torch_geometric.nn.glob import global_mean_pool\n", "class Cheb(torch.nn.Module):\n", " def __init__(self,dim_h):\n", " super().__init__()\n", " torch.manual_seed(55)\n", " self.cheb1=ChebConv(dataset.num_node_features,dim_h*2,K=8)\n", " self.cheb2=ChebConv(dim_h*2,dim_h*2,K=8)\n", " self.cheb3=ChebConv(dim_h*2,dim_h*2,K=8)\n", " self.cheb4=ChebConv(dim_h*2,dim_h,K=8)\n", " self.lin=Linear(dim_h,dataset.num_classes)\n", " def forward(self,data):\n", " x,edge_index,edge_attr,batch=data.x,data.edge_index,data.edge_attr,data.batch\n", " x=self.cheb1(x,edge_index,edge_attr)\n", " x=F.elu(x)\n", " x=self.cheb2(x,edge_index,edge_attr)\n", " x=F.elu(x)\n", " x=F.dropout(x,0.3,training=self.training)\n", " x=self.cheb3(x,edge_index,edge_attr)\n", " x=F.elu(x)\n", " x=self.cheb4(x,edge_index,edge_attr)\n", " x=global_mean_pool(x,batch)\n", " x=F.dropout(x,0.3,training=self.training)\n", " x=self.lin(x)\n", " return x\n" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.5261, Test Acc: 0.5327, time 25.000529527664185\n", "Epoch: 002, Train Acc: 0.5357, Test Acc: 0.5321, time 24.985384464263916\n", "Epoch: 003, Train Acc: 0.6524, Test Acc: 0.6468, time 26.186179161071777\n", "Epoch: 004, Train Acc: 0.6329, Test Acc: 0.6219, time 44.94740414619446\n", "Epoch: 005, Train Acc: 0.7261, Test Acc: 0.7129, time 44.40478301048279\n", "Epoch: 006, Train Acc: 0.7740, Test Acc: 0.7657, time 44.38185119628906\n", "Epoch: 007, Train Acc: 0.7886, Test Acc: 0.7761, time 44.54704236984253\n", "Epoch: 008, Train Acc: 0.7583, Test Acc: 0.7489, time 24.88127303123474\n", "Epoch: 009, Train Acc: 0.7947, Test Acc: 0.7802, time 24.936543941497803\n", "Epoch: 010, Train Acc: 0.7767, Test Acc: 0.7612, time 46.82458686828613\n", "Epoch: 011, Train Acc: 0.8290, Test Acc: 0.8053, time 46.510401487350464\n", "Epoch: 012, Train Acc: 0.7867, Test Acc: 0.7674, time 24.95310950279236\n", "Epoch: 013, Train Acc: 0.8256, Test Acc: 0.8044, time 24.856950283050537\n", "Epoch: 014, Train Acc: 0.8207, Test Acc: 0.7980, time 45.920700550079346\n", "Epoch: 015, Train Acc: 0.8395, Test Acc: 0.8125, time 51.616602420806885\n", "Epoch: 016, Train Acc: 0.8458, Test Acc: 0.8164, time 43.587608098983765\n", "Epoch: 017, Train Acc: 0.8216, Test Acc: 0.8019, time 24.980947732925415\n", "Epoch: 018, Train Acc: 0.8243, Test Acc: 0.7970, time 24.697405338287354\n", "Epoch: 019, Train Acc: 0.8225, Test Acc: 0.7950, time 24.49706745147705\n", "Epoch: 020, Train Acc: 0.8428, Test Acc: 0.8133, time 24.743778705596924\n", "Epoch: 021, Train Acc: 0.8475, Test Acc: 0.8123, time 24.756633281707764\n", "Epoch: 022, Train Acc: 0.8427, Test Acc: 0.8133, time 24.71270990371704\n", "Epoch: 023, Train Acc: 0.8517, Test Acc: 0.8245, time 24.8060519695282\n", "Epoch: 024, Train Acc: 0.8593, Test Acc: 0.8235, time 24.675478219985962\n", "Epoch: 025, Train Acc: 0.8687, Test Acc: 0.8342, time 24.49868655204773\n", "Epoch: 026, Train Acc: 0.8406, Test Acc: 0.8027, time 24.55890202522278\n", "Epoch: 027, Train Acc: 0.8276, Test Acc: 0.7862, time 24.675498962402344\n", "Epoch: 028, Train Acc: 0.8632, Test Acc: 0.8238, time 24.57872748374939\n", "Epoch: 029, Train Acc: 0.8751, Test Acc: 0.8309, time 24.785810470581055\n", "Epoch: 030, Train Acc: 0.8614, Test Acc: 0.8150, time 24.841472625732422\n", "elapsed time --> 1678.8678848743439\n" ] } ], "source": [ "from IPython.display import Javascript\n", "\n", "model = Cheb(128).to(device)\n", "optimizer = torch.optim.NAdam(model.parameters(), lr=0.001)\n", "criterion = torch.nn.CrossEntropyLoss()\n", "\n", "def train():\n", " model.train()\n", "\n", " for data in train_loader: # Iterate in batches over the training dataset.\n", " out = model(data.to(device)) # Perform a single forward pass.\n", " loss = criterion(out, data.y) # Compute the loss.\n", " loss.backward() # Derive gradients.\n", " optimizer.step() # Update parameters based on gradients.\n", " optimizer.zero_grad() # Clear gradients.\n", "\n", "def test(loader):\n", " model.eval()\n", "\n", " correct = 0\n", " for data in loader: # Iterate in batches over the training/test dataset.\n", " out = model(data.to(device))\n", " pred = out.argmax(dim=1) # Use the class with highest probability.\n", " correct += int((pred == data.y).sum()) # Check against ground-truth labels.\n", " return correct / len(loader.dataset) # Derive ratio of correct predictions.\n", "\n", "start=time.time()\n", "for epoch in range(1, 31):\n", " starte=time.time()\n", " train()\n", " ende=time.time()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, time {ende-starte}')\n", "end=time.time()\n", "print(f\"elapsed time --> {end-start}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### DGCNN" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn.functional as F\n", "from torch.nn import Linear\n", "from torch_geometric.nn import MLP, DynamicEdgeConv, global_max_pool\n", "import time" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [], "source": [ "class DGCNN(torch.nn.Module):\n", " def __init__(self, out_channels, k=20, aggr='max'):\n", " super().__init__()\n", "\n", " self.conv1 = DynamicEdgeConv(MLP([2 * 3, 64, 64, 64]), k, aggr)\n", " self.conv2 = DynamicEdgeConv(MLP([2 * 64, 128]), k, aggr)\n", " self.lin1 = Linear(128 + 64, 1024)\n", "\n", " self.mlp = MLP([1024, 512, 256, out_channels], dropout=0.5, norm=None)\n", "\n", " def forward(self, data):\n", " pos, batch = data.pos, data.batch\n", " x1 = self.conv1(pos, batch)\n", " x2 = self.conv2(x1, batch)\n", " out = self.lin1(torch.cat([x1, x2], dim=1))\n", " out = global_max_pool(out, batch)\n", " out = self.mlp(out)\n", " return F.log_softmax(out, dim=1)" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 001, Train Acc: 0.6472, Test Acc: 0.6409, Time: 105.3604 seconds\n", "Epoch: 002, Train Acc: 0.8187, Test Acc: 0.8112, Time: 98.3992 seconds\n", "Epoch: 003, Train Acc: 0.7965, Test Acc: 0.7884, Time: 97.9296 seconds\n", "Epoch: 004, Train Acc: 0.8336, Test Acc: 0.8230, Time: 98.0496 seconds\n", "Epoch: 005, Train Acc: 0.8618, Test Acc: 0.8474, Time: 98.0151 seconds\n", "Epoch: 006, Train Acc: 0.7939, Test Acc: 0.7902, Time: 97.9526 seconds\n", "Epoch: 007, Train Acc: 0.8670, Test Acc: 0.8487, Time: 97.9595 seconds\n", "Epoch: 008, Train Acc: 0.8214, Test Acc: 0.8096, Time: 97.8259 seconds\n", "Epoch: 009, Train Acc: 0.8530, Test Acc: 0.8424, Time: 97.3431 seconds\n", "Epoch: 010, Train Acc: 0.8620, Test Acc: 0.8475, Time: 97.9484 seconds\n", "Epoch: 011, Train Acc: 0.8872, Test Acc: 0.8667, Time: 97.4877 seconds\n", "Epoch: 012, Train Acc: 0.8572, Test Acc: 0.8481, Time: 97.6739 seconds\n", "Epoch: 013, Train Acc: 0.8558, Test Acc: 0.8321, Time: 97.6114 seconds\n", "Epoch: 014, Train Acc: 0.8731, Test Acc: 0.8570, Time: 97.5858 seconds\n", "Epoch: 015, Train Acc: 0.8726, Test Acc: 0.8574, Time: 97.5274 seconds\n", "Total time taken:1474.6726 seconds\n" ] } ], "source": [ "model= DGCNN(out_channels=4)\n", "\n", "optimizer = torch.optim.Adam(model.parameters(), lr=0.001)\n", "criterion = torch.nn.CrossEntropyLoss()\n", "\n", "def train():\n", " model.train()\n", " for data in train_loader: # Iterate in batches over the training dataset.\n", " out = model(data) # Perform a single forward pass.\n", " loss = criterion(out, data.y) # Compute the loss.\n", " loss.backward() # Derive gradients.\n", " optimizer.step() # Update parameters based on gradients.\n", " optimizer.zero_grad()\n", "\n", "def test(loader):\n", " model.eval()\n", " correct = 0\n", " for data in loader: # Iterate in batches over the training/test dataset.\n", " out = model(data)\n", " pred = out.argmax(dim=1) # Use the class with highest probability.\n", " correct += int((pred == data.y).sum()) # Check against ground-truth labels.\n", " return correct / len(loader.dataset) # Derive ratio of correct predictions.\n", "acc,t=[],[]\n", "a=time.time()\n", "for epoch in range(1, 16):\n", " x=time.time()\n", " train()\n", " train_acc = test(train_loader)\n", " test_acc = test(test_loader)\n", " y=time.time()\n", " acc.append(test_acc)\n", " t.append(y-x)\n", " print(f'Epoch: {epoch:03d}, Train Acc: {train_acc:.4f}, Test Acc: {test_acc:.4f}, Time: {(y-x):.4f} seconds')\n", "b=time.time()\n", "print(f'Total time taken:{(b-a):.4f} seconds')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Project", 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