MI2DataLab / MI2DataLab_SeminariumLinks
Materiały z seminariów prowadzonych w MI^2 DataLabie.
☆33Updated 3 weeks ago
Alternatives and similar repositories for MI2DataLab_Seminarium
Users that are interested in MI2DataLab_Seminarium are comparing it to the libraries listed below
Sorting:
- Flexible tool for bias detection, visualization, and mitigation☆86Updated 3 months ago
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆197Updated last year
- Extensions for the DALEX package☆67Updated 3 weeks ago
- Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021☆13Updated 4 years ago
- ☆10Updated 5 years ago
- Explaining the output of machine learning models with more accurately estimated Shapley values☆175Updated last week
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- modelDown generates a website with HTML summaries for predictive models☆120Updated 3 years ago
- Fast approximate Shapley values in R☆128Updated 8 months ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆93Updated this week
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated 2 years ago
- Surrogate Assisted Feature Extraction in R☆28Updated 3 years ago
- Variable Importance Plots (VIPs)☆190Updated last month
- ☆14Updated 3 months ago
- Trees are all you need☆112Updated last year
- 📍 Interactive Studio for Explanatory Model Analysis☆332Updated 2 years ago
- R interface to fast.ai☆119Updated 11 months ago
- ☆76Updated 2 years ago
- R package for data preprocessing☆13Updated 6 years ago
- Create Shiny application with model exploration from explainers☆19Updated 5 years ago
- iml: interpretable machine learning R package☆501Updated 11 months ago
- Parallelizable Bayesian Optimization in R☆116Updated 3 years ago
- ☆29Updated 4 years ago
- Warsztaty Badawcze na MiNI Lato 2018/2019☆11Updated 6 years ago
- autoxgboost - Automatic tuning and fitting of xgboost☆124Updated 4 years ago
- Visualizing Prediction Model Performance☆79Updated 2 years ago
- DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanatio…☆690Updated 2 years ago
- Variable importance via oscillations☆14Updated 5 years ago
- Model Agnostics breakDown plots☆104Updated last year
- R package EloML: Elo rating system for machine learning models☆24Updated 3 years ago