ModelOriented / auditorLinks
Model verification, validation, and error analysis
☆58Updated last year
Alternatives and similar repositories for auditor
Users that are interested in auditor are comparing it to the libraries listed below
Sorting:
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- An R wrapper of SHAP python library☆58Updated 2 years ago
- Effects and Importances of Model Ingredients☆37Updated 2 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- 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
- Composable Preprocessing Operators for MLR☆37Updated 2 months ago
- Data generator for Arena - interactive XAI dashboard☆31Updated 4 years ago
- Explain black box with GLM☆23Updated 5 years ago
- Ceteris Paribus Plots (What-If plots) for explanations of a single observation☆42Updated 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
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- Automated Feature Selection☆65Updated 6 years 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
- Machine learning pipelines for R.☆67Updated 8 years ago
- Bayesian comparisons of models using resampled statistics☆102Updated last month
- Extra recipes for predictor embeddings☆143Updated this week
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Model Agnostics breakDown plots☆103Updated last year
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆104Updated 2 months ago
- Run models inside a database using R☆80Updated 3 weeks ago
- R Bindings to the Certifiably Optimal Rule Lists (Corels) Learner☆48Updated 9 months ago
- Functions for Bayesian A/B Testing Post☆24Updated 3 years ago
- Extensions for the DALEX package☆67Updated last year
- Machine learning in R that doesn’t suck☆51Updated 7 years ago
- Set of tools to support results from post hoc testing☆24Updated 5 years ago
- R package to Embed All the Things! using StarSpace☆103Updated last year
- Tidyverse activity dashboard☆73Updated 2 years ago
- Package: R Interface to AutoKeras☆73Updated 4 years ago
- Encode Categorical Features (unmaintained)☆32Updated 2 years ago