ModelOriented / MAIRLinks
Monitoring of AI Regulations
☆19Updated 4 years ago
Alternatives and similar repositories for MAIR
Users that are interested in MAIR are comparing it to the libraries listed below
Sorting:
- Materiały z seminariów prowadzonych w MI^2 DataLabie.☆33Updated 3 weeks ago
- Flexible tool for bias detection, visualization, and mitigation☆86Updated 4 months ago
- Model verification, validation, and error analysis☆58Updated last year
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated last year
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆29Updated 4 years ago
- Interactive XAI dashboard☆22Updated last year
- Triplot: Instance- and data-level explanations for the groups of correlated features.☆9Updated 4 years ago
- Documentation for the DALEX project☆36Updated last year
- Data generator for Arena - interactive XAI dashboard☆31Updated 4 years ago
- Multi-Calibration & Multi-Accuracy Boosting for R☆32Updated 8 months ago
- Lecture notes for 'Interpretable Machine Learning' at WUT and UoW. Summer semester 2019/2020☆29Updated 4 years ago
- Create Shiny application with model exploration from explainers☆19Updated 4 years ago
- Variable importance via oscillations☆14Updated 4 years ago
- Effects and Importances of Model Ingredients☆37Updated 2 years ago
- Visualization tools to use with RBERT☆45Updated 3 years ago
- Nested cross-validation for accurate confidence intervals for prediction error.☆41Updated 2 years ago
- Surrogate Assisted Feature Extraction in R☆28Updated 2 years ago
- modelDown generates a website with HTML summaries for predictive models☆120Updated 2 years ago
- Set of tools to support results from post hoc testing☆24Updated 5 years ago
- ☆76Updated 2 years ago
- Quantifying Interpretability of Arbitrary Machine Learning Models Through Functional Decomposition☆16Updated 5 years ago
- ☆29Updated 4 years ago
- An R wrapper of SHAP python library☆59Updated 2 years ago
- Extensions for the DALEX package☆67Updated 9 months ago
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- Implements the model described in "Identification, Interpretability, and Bayesian Word Embeddings"☆19Updated 6 years ago
- Python library for Ceteris Paribus Plots (What-if plots)☆24Updated 4 years ago
- Model-agnostic Statistical/Machine Learning explainability (currently Python) for tabular data☆9Updated 2 months ago
- ☆26Updated 7 years ago
- Python implementation of R package breakDown☆43Updated last year