dsgibbons / shap
A game theoretic approach to explain the output of any machine learning model.
☆26Updated last year
Alternatives and similar repositories for shap:
Users that are interested in shap are comparing it to the libraries listed below
- Probabilistic prediction with XGBoost.☆109Updated last month
- Advanced random forest methods in Python☆57Updated last year
- Quantile Regression Forests compatible with scikit-learn.☆227Updated last week
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆78Updated this week
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆37Updated last month
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆100Updated 2 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆121Updated 3 weeks ago
- Distance correlation and related E-statistics in Python☆148Updated 7 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆72Updated last year
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- Fast and modular sklearn replacement for generalized linear models☆171Updated this week
- Competing Risks and Survival Analysis☆95Updated last week
- python implementation of catch22☆81Updated 7 months ago
- A power-full Shapley feature selection method.☆205Updated 11 months ago
- An extension of LightGBM to probabilistic modelling☆302Updated 10 months ago
- Forecasting with Gradient Boosted Time Series Decomposition☆194Updated last year
- TimeSHAP explains Recurrent Neural Network predictions.☆173Updated last year
- scikit-activeml: Python library for active learning on top of scikit-learn☆161Updated 2 weeks ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆325Updated 3 months ago
- A practical Active Learning python package with a strong focus on experiments.☆51Updated 2 years ago
- Domain adaptation toolbox compatible with scikit-learn and pytorch☆113Updated 2 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆108Updated last month
- ☆107Updated this week
- Implementation of Flexible Conditional Density Estimator☆22Updated 2 years ago
- scikit-learn contrib estimators☆194Updated 3 weeks ago
- A Library for Conformal Hyperparameter Tuning☆29Updated this week
- For calculating global feature importance using Shapley values.☆267Updated this week
- Python package for conformal prediction☆497Updated 3 weeks ago
- Python Accumulated Local Effects package☆164Updated 2 years ago