MI2DataLab / XAI-toolsLinks
☆29Updated 4 years ago
Alternatives and similar repositories for XAI-tools
Users that are interested in XAI-tools are comparing it to the libraries listed below
Sorting:
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆83Updated last year
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆59Updated last year
- Extensions for the DALEX package☆68Updated last year
- Effects and Importances of Model Ingredients☆38Updated 2 years ago
- Variable importance via oscillations☆14Updated 5 years ago
- Surrogate Assisted Feature Extraction in R☆28Updated 3 years ago
- Documentation for the DALEX project☆36Updated last year
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Updated 8 years ago
- Model verification, validation, and error analysis☆59Updated last year
- Composable Preprocessing Operators for MLR☆37Updated 4 months ago
- Nested cross-validation for accurate confidence intervals for prediction error.☆43Updated 3 years ago
- Honest calibration assessment for binary outcome predictions☆11Updated 3 years ago
- Helpers for parameters in black-box optimization, tuning and machine learning.☆26Updated 10 months ago
- Subset partitioning via anticlustering☆36Updated 3 weeks ago
- ☆14Updated 7 months ago
- Build machine learning models in R like using python's scikit-learn library☆33Updated last year
- Reticulate wrapper for hyperopt☆11Updated 5 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 4 years ago
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 3 years ago
- An R wrapper of SHAP python library☆58Updated 2 years ago
- Automated Feature Selection☆65Updated 6 years ago
- Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.☆44Updated last year
- R package EloML: Elo rating system for machine learning models☆24Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME met…☆35Updated 6 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- modelDown generates a website with HTML summaries for predictive models☆120Updated 3 years ago
- Flexible tool for bias detection, visualization, and mitigation☆86Updated 8 months ago
- Time Series Forecasting Using KNN☆11Updated last year
- shinyBN: An online application for interactive Bayesian network inference and visualization☆46Updated 3 years ago