ModelOriented / auditorLinks
Model verification, validation, and error analysis
☆59Updated 2 years ago
Alternatives and similar repositories for auditor
Users that are interested in auditor are comparing it to the libraries listed below
Sorting:
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆59Updated 2 years ago
- An R wrapper of SHAP python library☆58Updated 2 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- Effects and Importances of Model Ingredients☆38Updated 2 years ago
- Data generator for Arena - interactive XAI dashboard☆31Updated 5 years ago
- Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME met…☆35Updated 6 years ago
- Ceteris Paribus Plots (What-If plots) for explanations of a single observation☆42Updated 5 years ago
- Composable Preprocessing Operators for MLR☆37Updated 6 months ago
- Explain black box with GLM☆23Updated 6 years ago
- Machine learning pipelines for R.☆67Updated 9 years ago
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated 2 years ago
- Model Agnostics breakDown plots☆104Updated last year
- 📦 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 weeks ago
- Automated Feature Selection☆65Updated 7 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Updated 6 months ago
- Package: R Interface to AutoKeras☆73Updated 4 years ago
- R Bindings to the Certifiably Optimal Rule Lists (Corels) Learner☆48Updated 4 months ago
- Tools for doing statistical inference using data plots☆58Updated 11 months ago
- R package to Embed All the Things! using StarSpace☆103Updated last month
- Extensions for the DALEX package☆68Updated last year
- Functions for Bayesian A/B Testing Post☆24Updated 3 years ago
- Machine learning in R that doesn’t suck☆50Updated 8 years ago
- Run models inside a database using R☆79Updated 2 months ago
- A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.☆98Updated 3 years ago
- Encode Categorical Features (unmaintained)☆32Updated 3 years ago
- Extra recipes for predictor embeddings☆144Updated last month
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 9 months ago
- Bayesian comparisons of models using resampled statistics☆102Updated 5 months ago