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 XAI
conda create --name sandtank-xai python=3.9 -y
conda activate sandtank-xai
conda install "pytorch==1.11.0" -c pytorch -y
conda install scipy "scikit-learn==0.24.2" "scikit-image==0.18.3" -c conda-forge -y
# A: For development when inside repo (A or B not both)
pip install -e .
# B: For testing without repo (A or B not both)
pip install trame-sandtank-xaiRun the application
conda activate sandtank-xai
trame-sandtank-xai
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