There is a newer version of SHAPSHAP (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 0.35.0-foss-2019b-Python-3.7.4
To load the module for SHAP 0.35.0-foss-2019b-Python-3.7.4 please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):
module load SHAP/0.35.0-foss-2019b-Python-3.7.4
BEAR Apps Version
For more information visit the SHAP website.
This version of SHAP has a direct dependency on: foss/2019b Python/3.7.4-GCCcore-8.3.0 scikit-learn/0.21.3-foss-2019b-Python-3.7.4 SciPy-bundle/2019.10-foss-2019b-Python-3.7.4 tqdm/4.41.1-GCCcore-8.3.0
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 8th April 2020