MI2DataLab / MI2DataLab_SeminariumLinks
Materiały z seminariów prowadzonych w MI^2 DataLabie.
☆33Updated 3 months 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 7 months ago
- Extensions for the DALEX package☆67Updated last year
- Explaining the output of machine learning models with more accurately estimated Shapley values☆164Updated last week
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆192Updated last year
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆88Updated last year
- Parallelizable Bayesian Optimization in R☆113Updated 2 years ago
- Trees are all you need☆113Updated last year
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆83Updated last year
- Variable Importance Plots (VIPs)☆189Updated last year
- 📍 Interactive Studio for Explanatory Model Analysis☆333Updated 2 years ago
- Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021☆13Updated 4 years ago
- R interface to fast.ai☆118Updated 6 months ago
- Fast approximate Shapley values in R☆125Updated 3 months ago
- iml: interpretable machine learning R package☆501Updated 6 months ago
- modelDown generates a website with HTML summaries for predictive models☆120Updated 3 years ago
- Create Shiny application with model exploration from explainers☆19Updated 4 years ago
- Surrogate Assisted Feature Extraction in R☆28Updated 3 years ago
- ☆11Updated 10 months ago
- autoxgboost - Automatic tuning and fitting of xgboost☆124Updated 3 years ago
- Warsztaty Badawcze na MiNI Lato 2018/2019☆11Updated 6 years ago
- Model Agnostics breakDown plots☆103Updated last year
- Visualizing Prediction Model Performance☆77Updated last year
- Interactive XAI dashboard☆22Updated last year
- mixgb: multiple imputation through XGBoost☆23Updated 3 months ago
- An R implementation of TabNet☆113Updated last week
- Self-Drive Machine Learning Projects☆13Updated 4 years ago
- Variable importance via oscillations☆14Updated 4 years ago
- R package for data preprocessing☆13Updated 5 years ago
- Explainable Machine Learning in Survival Analysis☆115Updated last year