Scientific Software
Updated 9 months ago

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

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

Updated 9 months ago

iBreakDown • Rank 17.6 • Science 20%

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

Updated 9 months ago

live • Rank 10.4 • Science 10%

Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

Updated 9 months ago

midr • Science 49%

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

Updated 9 months ago

surrogates-tutorial • Science 67%

What and How of Machine Learning Transparency – ECML-PKDD 2020 Hands-on Tutorial