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
Metadata
Release files for trame-sandtank-xai 2.0.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| trame-sandtank-xai-2.0.0.tar.gz | 1.0 MB | Without provenance | Details for trame-sandtank-xai-2.0.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| trame_sandtank_xai-2.0.0-py3-none-any.whl | Python 3 | none | any | Details for trame_sandtank_xai-2.0.0-py3-none-any.whl |
Total release size: 2.1 MB
Release files / trame-sandtank-xai-2.0.0.tar.gz
| Download URL | trame-sandtank-xai-2.0.0.tar.gz |
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| Size | 1.0 MB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.64.0 importlib-metadata/4.10.1 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.7
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Release files / trame_sandtank_xai-2.0.0-py3-none-any.whl
| Download URL | trame_sandtank_xai-2.0.0-py3-none-any.whl |
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| Size | 1.1 MB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
5a0284c59f8219cf1177d81b425c96aac8b4b3b9157af887c7fd154402fdafdf
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twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.64.0 importlib-metadata/4.10.1 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.7
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Security for trame-sandtank-xai 2.0.0
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