MI2DataLab / XAI-tools
☆28Updated 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
- Surrogate Assisted Feature Extraction in R☆28Updated 2 years ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆58Updated last year
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated last year
- Effects and Importances of Model Ingredients☆37Updated 2 years ago
- Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.☆43Updated last year
- Honest calibration assessment for binary outcome predictions☆11Updated 2 years ago
- Composable Preprocessing Operators for MLR☆37Updated last year
- Variable importance via oscillations☆14Updated 4 years ago
- Extensions for the DALEX package☆67Updated 7 months ago
- Build machine learning models in R like using python's scikit-learn library☆32Updated last year
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Model verification, validation, and error analysis☆58Updated last year
- An R wrapper of SHAP python library☆59Updated last year
- Enables data scientists to compose pipelines of analysis which consist of data manipulation, exploratory analysis & reporting, as well as…☆28Updated 4 years ago
- Triplot: Instance- and data-level explanations for the groups of correlated features.☆9Updated 4 years ago
- ☆14Updated last week
- Documentation for the DALEX project☆36Updated last year
- Ceteris Paribus Plots (What-If plots) for explanations of a single observation☆42Updated 4 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- Subset partitioning via anticlustering☆34Updated last week
- Explanations for survival models☆15Updated 2 years ago
- Reticulate wrapper for hyperopt☆11Updated 5 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Updated 8 years ago
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Updated 8 months ago
- R interface to TensorFlow 2.x SIG-Addons☆20Updated last year
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆35Updated 5 months ago
- Flexible Mixed Integer Evolutionary Strategies☆15Updated last week
- ☆22Updated 5 years ago