trame-sandtank-xai 2.0.0

AI/XAI exploration in the context of ParFlow simulation code

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 zsh

venv 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-xai

Run the application

conda activate sandtank-xai
trame-sandtank-xai