PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Shapley Values Python Packages

Python packages with the GitHub topic shapley-values. Sorted by relevance, with stars and monthly downloads.
feedzai
timeshap

TimeSHAP explains Recurrent Neural Network predictions.

2K 198 34
sander-sn
anatomy

Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting models

1K 8 2
burning-cost
insurance-gam

Interpretable GAM models for insurance pricing — EBM tariffs, Actuarial NAM, Pairwise Interaction Networks (PIN), exact Shapley values

641 0 0
ianchute
shapley-attribution

Shapley Attribution: A scikit-learn compatible library that uses Shapley values to measure each marketing channel's true marginal contribution to conversions

249 41 13
cloudexplain
xaiflow

Create beautiful, interactive charts for explainable AI using MLFlow

186 7 0
saswatsusmoy
treeshap

Exact TreeSHAP in Rust — fast Shapley values for XGBoost, LightGBM, and ONNX tree ensembles

148 0 0
amaxiom
rshap

Symmetric Residual Decomposition — instance-level influence analysis via Shapley-style residual attribution

136 1 0
ncaptier
radshap

Shapley values for interpreting radiomic models

72 8 1
    • Data from PyPI, GitHub, ClickHouse, and BigQuery