AI/XAI exploration in the context of ParFlow simulation code
Project description
AI/XAI exploration in the context of ParFlow simulation code
Free software: BSD License
Installing
Build and install the Vue components
cd vue-components
npm i
npm run build
cd -For the Python layer it is recommended to use conda to properly install the various ML packages.
macOS conda setup
brew install miniforge
conda init zshvenv creation for AI
conda create --name pf_ai python=3.9
conda activate pf_ai
conda install "pytorch==1.9.1" -c pytorch
conda install scipy "scikit-learn==0.24.2" "scikit-image==0.18.3" -c conda-forge # For XAITK
# pip install ./data/arm-packages/*.whl # Only for mac arm64 architecture
# For development when inside repo
pip install -e .
# For testing (no need to clone repo)
pip install trame-sandtank-xaiRun the application
conda activate pf_ai
trame-sandtank-xai
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