Quick info
Przemyslaw Biecek has worked on 35 packages so far. In total, Przemyslaw Biecek has worked with 55 other authors on those packages. Impressive teamwork!
Packages overview
Package details
| BetaBit | Mini Games from Adventures of Beta and Bit Przemyslaw Biecek , Witold Chodor , Katarzyna Fak , Tomasz Zoltak , Foundation SmarterPoland.pl |
| DALEX | moDel Agnostic Language for Exploration and eXplanation Przemyslaw Biecek , Szymon Maksymiuk , Hubert Baniecki |
| DALEXtra | Extension for 'DALEX' Package Szymon Maksymiuk , Przemyslaw Biecek , Hubert Baniecki , Anna Kozak |
| EIX | Explain Interactions in 'XGBoost' Szymon Maksymiuk , Ewelina Karbowiak , Przemyslaw Biecek |
| PBImisc | A Set of Datasets Used in My Classes or in the Book 'Modele Liniowe i Mieszane w R, Wraz z Przykladami w Analizie Danych' |
| PogromcyDanych | DataCrunchers (PogromcyDanych) is the Massive Online Open Course that Brings R and Statistics to the People |
| Przewodnik | Datasets and Functions Used in the Book 'Przewodnik po Pakiecie R' |
| SmarterPoland | Tools for Accessing Various Datasets Developed by the Foundation SmarterPoland.pl |
| archivist | Tools for Storing, Restoring and Searching for R Objects Przemyslaw Biecek , Marcin Kosinski , Witold Chodor |
| archivist.github | Tools for Archiving, Managing and Sharing R Objects via GitHub Marcin Kosinski , Przemyslaw Biecek |
| arenar | Arena for the Exploration and Comparison of any ML Models Piotr Piątyszek , Przemyslaw Biecek |
| auditor | Model Audit - Verification, Validation, and Error Analysis Alicja Gosiewska , Przemyslaw Biecek , Hubert Baniecki , Tomasz Mikołajczyk , Michal Burdukiewicz , Szymon Maksymiuk |
| breakDown | Model Agnostic Explainers for Individual Predictions Przemyslaw Biecek , Aleksandra Grudziaz |
| ceterisParibus | Ceteris Paribus Profiles |
| corrgrapher | Explore Correlations Between Variables in a Machine Learning Model Pawel Morgen , Przemyslaw Biecek |
| coxphSGD | Stochastic Gradient Descent log-Likelihood Estimation in Cox Proportional Hazards Model Marcin Kosinski , Przemyslaw Biecek |
| ddst | Data Driven Smooth Tests Przemyslaw Biecek , Teresa Ledwina |
| drifter | Concept Drift and Concept Shift Detection for Predictive Models |
| eurostat | Tools for Eurostat Open Data Leo Lahti , Janne Huovari , Markus Kainu , Przemyslaw Biecek , Daniel Antal , Diego Hernangomez , Joona Lehtomaki , Francois Briatte , Reto Stauffer , Paul Rougieux , Anna Vasylytsya , Oliver Reiter , Pyry Kantanen , Enrico Spinielli |
| iBreakDown | Model Agnostic Instance Level Variable Attributions Przemyslaw Biecek , Alicja Gosiewska , Hubert Baniecki , Adam Izdebski , Dariusz Komosinski |
| ingredients | Effects and Importances of Model Ingredients Przemyslaw Biecek , Hubert Baniecki , Adam Izdebski |
| intsvy | International Assessment Data Manager Daniel Caro , Przemyslaw Biecek |
| kernelshap | Kernel SHAP Michael Mayer , David Watson , Przemyslaw Biecek |
| localModel | LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles Przemyslaw Biecek , Mateusz Staniak , Krystian Igras , Alicja Gosiewska , Harel Lustiger , Willy Tadema |
| modelStudio | Interactive Studio for Explanatory Model Analysis Hubert Baniecki , Przemyslaw Biecek , Piotr Piatyszek |
| rSAFE | Surrogate-Assisted Feature Extraction Alicja Gosiewska , Anna Gierlak , Przemyslaw Biecek , Michal Burdukiewicz |
| randomForestExplainer | Explaining and Visualizing Random Forests in Terms of Variable Importance Aleksandra Paluszynska , Przemyslaw Biecek , Yue Jiang |
| sejmRP | An Information About Deputies and Votings in Polish Diet from Seventh to Eighth Term of Office Piotr Smuda , Przemyslaw Biecek , Tomasz Mikolajczyk |
| shapper | Wrapper of Python Library 'shap' Szymon Maksymiuk , Alicja Gosiewska , Przemyslaw Biecek , Mateusz Staniak , Michal Burdukiewicz |
| survex | Explainable Machine Learning in Survival Analysis Mikołaj Spytek , Mateusz Krzyziński , Sophie Langbein , Hubert Baniecki , Lorenz A. Kapsner , Przemyslaw Biecek |
| survminer | Drawing Survival Curves using 'ggplot2' Alboukadel Kassambara , Marcin Kosinski , Przemyslaw Biecek , Scheipl Fabian |
| treeshap | Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm Konrad Komisarczyk , Pawel Kozminski , Szymon Maksymiuk , Lorenz A. Kapsner , Mikolaj Spytek , Mateusz Krzyzinski , Przemyslaw Biecek |
| triplot | Explaining Correlated Features in Machine Learning Models Katarzyna Pekala , Przemyslaw Biecek |
| vivo | Variable Importance via Oscillations Anna Kozak , Przemyslaw Biecek |
| xspliner | Assisted Model Building, using Surrogate Black-Box Models to Train Interpretable Spline Based Additive Models Krystian Igras , Przemyslaw Biecek |