SHAP 0.41.0-foss-2022aSHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions.
Accessing SHAP 0.41.0-foss-2022a
To load the module for SHAP 0.41.0-foss-2022a please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):
module load SHAP/0.41.0-foss-2022a
BEAR Apps Version
- cleo 1.0.0a5
- cloudpickle 2.0.0
- dulwich 0.20.50
- jsonschema 4.17.0
- packaging 21.3
- platformdirs 2.5.3
- poetry 1.2.2
- poetry_core 1.3.2
- poetry_plugin_export 1.2.0
- shap 0.41.0
- shellingham 1.5.0
- slicer 0.0.7
- tomlkit 0.11.6
For more information visit the SHAP website.
This version of SHAP has a direct dependency on: foss/2022a numba/0.56.4-foss-2022a poetry/1.2.2-GCCcore-11.3.0 Python/3.10.4-GCCcore-11.3.0 scikit-learn/1.1.2-foss-2022a SciPy-bundle/2022.05-foss-2022a tqdm/4.64.0-GCCcore-11.3.0
These versions of SHAP are available on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs). These will be retained in accordance with our Applications Support and Retention Policy.
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Last modified on 13th February 2023