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LightSHAP Public
Lightweight Python implementation of SHAP
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flashlight Public
Machine learning explanations
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DALEX Public
Forked from ModelOriented/DALEXmoDel Agnostic Language for Exploration and eXplanation
Python GNU General Public License v3.0 UpdatedOct 13, 2025 -
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Material for the lecture Statistical Computing
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effectplots Public
Fast Effect Plots in R
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mrIML Public
Forked from nickfountainjones/mrIMLMultivariate (multi-response) ensemble learning
R Other UpdatedOct 3, 2025 -
interpret Public
Forked from interpretml/interpretFit interpretable models. Explain blackbox machine learning.
C++ MIT License UpdatedAug 10, 2025 -
model-diagnostics Public
Forked from lorentzenchr/model-diagnosticsTools for diagnostics and assessment of (machine learning) models
Python MIT License UpdatedJul 26, 2025 -
interactions Public
Jupyter notebook on interactions in ML models
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scikit-learn Public
Forked from scikit-learn/scikit-learnscikit-learn: machine learning in Python
Python BSD 3-Clause "New" or "Revised" License UpdatedJun 12, 2025 -
accumulated_local_effects Public
Python implementation of ALE
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outqrf Public
Forked from flystar233/outqrfFinds outliers in a dataset using quantile random forests
R Other UpdatedMay 28, 2025 -
IntRF Public
Forked from PaulGaona/IntRFInterval-valued random forests
C GNU General Public License v3.0 UpdatedMay 19, 2025 -
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LightGBM Public
Forked from microsoft/LightGBMA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
C++ MIT License UpdatedApr 17, 2025 -
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MetricsWeighted Public
R package for weighted model metrics
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outForest Public
Outlier detection based on random forest models
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missRanger Public
Fast multivariate imputation by random forests.
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confintr Public
R package for calculation of standard and bootstrap confidence intervals
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splitTools Public
Light weight R package to do fast data splitting for cross-validation or train/valid/test splits
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xgboost Public
Forked from dmlc/xgboostScalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
C++ Apache License 2.0 UpdatedFeb 19, 2025 -
gradient_boosting_comparison Public
Comparison of major gradient boosting implementations
1 UpdatedFeb 7, 2025 -
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r-source Public
Forked from wch/r-sourceRead-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.
R GNU General Public License v2.0 UpdatedOct 7, 2024 -
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lyricassessr Public
Forked from sebsilas/lyricassessrWhat the Package Does (Title Case)
R UpdatedAug 13, 2024 -
glum Public
Forked from Quantco/glumHigh performance Python GLMs with all the features!
Python BSD 3-Clause "New" or "Revised" License UpdatedAug 12, 2024
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