NorskRegnesentral / shaprLinks
Explaining the output of machine learning models with more accurately estimated Shapley values
☆171Updated last week
Alternatives and similar repositories for shapr
Users that are interested in shapr are comparing it to the libraries listed below
Sorting:
- Fast approximate Shapley values in R☆126Updated 6 months ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆90Updated last year
- Parallelizable Bayesian Optimization in R☆115Updated 3 years ago
- Variable Importance Plots (VIPs)☆190Updated 3 months ago
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆196Updated last year
- SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'☆127Updated last year
- CRAN Task View: Anomaly Detection☆110Updated last month
- Automation framework for machine learning, forecasting, model evaluation, and interpretation.☆245Updated this week
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- 📍 Interactive Studio for Explanatory Model Analysis☆332Updated 2 years ago
- An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms☆130Updated 5 years ago
- Trees are all you need☆112Updated last year
- Feature-based Forecast Model Selection (FFORMS)☆78Updated 3 years ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 4 months ago
- Shap values for model interpretation☆67Updated 5 years ago
- iml: interpretable machine learning R package☆501Updated 9 months ago
- The msm R package for continuous-time multi-state modelling of panel data☆65Updated 5 months ago
- miceRanger: Fast Imputation with Random Forests in R☆69Updated 3 years ago
- The set of functions used for time series analysis and in forecasting.☆94Updated this week
- Feature Extraction And Statistics for Time Series☆307Updated 3 months ago
- autoxgboost - Automatic tuning and fitting of xgboost☆124Updated 3 years ago
- A place for the development version of the changepoint package on CRAN.☆138Updated last year
- Hierarchical and Grouped Time Series☆112Updated 11 months ago
- DOCUMENTATION:☆131Updated 2 weeks ago
- R Functions implementing UCR Matrix Profile Algorithm☆75Updated last week
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated 2 years ago
- Adaptive and automatic gradient boosting computations.☆70Updated 3 years ago
- Multivariate Imputation by Chained Equations☆494Updated last week
- Documentation for the DALEX project☆36Updated last year
- Probabilistic Learning for mlr3☆143Updated last week