MI2DataLab / MI2DataLab_SeminariumLinks
Materiały z seminariów prowadzonych w MI^2 DataLabie.
☆33Updated last week
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 last week
- Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021☆13Updated 4 years ago
- Explaining the output of machine learning models with more accurately estimated Shapley values☆170Updated last week
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆91Updated last year
- Extensions for the DALEX package☆68Updated last year
- Fast approximate Shapley values in R☆125Updated 5 months ago
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆196Updated last year
- modelDown generates a website with HTML summaries for predictive models☆120Updated 3 years ago
- Trees are all you need☆112Updated last year
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆83Updated last year
- ☆10Updated 5 years ago
- Variable Importance Plots (VIPs)☆189Updated 2 months ago
- iml: interpretable machine learning R package☆502Updated 8 months ago
- 📍 Interactive Studio for Explanatory Model Analysis☆333Updated 2 years ago
- R interface to fast.ai☆118Updated 8 months ago
- ☆11Updated this week
- Visualizing Prediction Model Performance☆79Updated 2 years ago
- Parallelizable Bayesian Optimization in R☆113Updated 3 years ago
- Model Agnostics breakDown plots☆103Updated last year
- Nested cross-validation for accurate confidence intervals for prediction error.☆43Updated 3 years ago
- Surrogate Assisted Feature Extraction in R☆28Updated 3 years ago
- mixgb: multiple imputation through XGBoost☆23Updated 6 months ago
- autoxgboost - Automatic tuning and fitting of xgboost☆124Updated 3 years ago
- R package for data preprocessing☆13Updated 5 years ago
- An R wrapper of SHAP python library☆58Updated 2 years ago
- Warsztaty Badawcze na MiNI Lato 2018/2019☆11Updated 6 years ago
- Create Shiny application with model exploration from explainers☆19Updated 4 years ago
- DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanatio…☆689Updated 2 years ago
- This repository contains slides from some of the classes I have taught in my career. The repository will be updated from time to time. I…☆33Updated 8 months ago