Scientific Software
Updated 6 months ago

modelStudio — Peer-reviewed • Rank 13.5 • Science 95%

modelStudio: Interactive Studio with Explanations for ML Predictive Models - Published in JOSS (2019)

Scientific Software
Updated 6 months ago

TSInterpret — Peer-reviewed • Rank 7.2 • Science 93%

TSInterpret: A Python Package for the Interpretability of Time Series Classification - Published in JOSS (2023)

Scientific Software
Updated 6 months ago

compboost — Peer-reviewed • Rank 6.7 • Science 93%

compboost: Modular Framework for Component-Wise Boosting - Published in JOSS (2018)

Updated 6 months ago

counterfactuals • Rank 10.3 • Science 36%

counterfactuals: An R package for Counterfactual Explanation Methods

Updated 5 months ago

https://github.com/cair/pytsetlinmachineparallel • Rank 7.5 • Science 23%

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

Updated 6 months ago

midr • Science 49%

midr: Learning from Black-Box Models by Maximum Interpretation Decomposition

Updated 6 months ago

bcf-iv • Science 67%

Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression discontinuity designs)