SHAP 0.41.0-foss-2022a

SHAP (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

2019b

Extensions

  • 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

More Information

For more information visit the SHAP website.

Dependencies

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

Other Versions

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.

Version BEAR Apps Version
0.35.0-foss-2019b-Python-3.7.4 2019b

Last modified on 13th February 2023