trame-sandtank-xai

AI/XAI exploration in the context of ParFlow simulation code

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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 zsh

venv 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-xai

Run the application

conda activate pf_ai
trame-sandtank-xai

Project details

These details have not been verified by PyPI

Release history Release notifications | RSS feed

2.0.0

May 23, 2022

1.0.4

Apr 28, 2022

1.0.3

Feb 26, 2022

1.0.2

Feb 24, 2022

This version

1.0.1

Feb 18, 2022

1.0.0

Feb 18, 2022

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Download URL: trame_sandtank_xai-1.0.1-py3-none-any.whl
Upload date: Feb 18, 2022
Size: 1.1 MB
Tags: Python 3
Uploaded using Trusted Publishing? No
Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.62.3 importlib-metadata/4.10.1 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10

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