Scientific Software
Updated 11 months ago

imodels — Peer-reviewed • Rank 21.0 • Science 100%

imodels: a python package for fitting interpretable models - Published in JOSS (2021)

Scientific Software
Updated 11 months ago

shapr — Peer-reviewed • Rank 15.0 • Science 93%

shapr: An R-package for explaining machine learning models with dependence-aware Shapley values - Published in JOSS (2019)

Artificial Intelligence and Machine Learning Earth and Environmental Sciences (40%) Economics (40%)
Scientific Software · Peer-reviewed
Scientific Software
Updated 11 months ago

SIRUS.jl — Peer-reviewed • Rank 8.0 • Science 98%

SIRUS.jl: Interpretable Machine Learning via Rule Extraction - Published in JOSS (2023)

Scientific Software · Peer-reviewed
Scientific Software
Updated 11 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)