Search Packages

insurance-gam

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

shapley-attribution

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

timeshap

TimeSHAP explains Recurrent Neural Network predictions.

rshap

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

anatomy

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

treeshap

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

xaiflow

MLflow integration library for generating interactive HTML reports with SHAP analysis using Svelte and Chart.js

radshap

Shapley values for interpreting radiomic models