Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

cran.r-project.org "explanatory-model-analysis" keyword

corrgrapher 1.0.4
Explore Correlations Between Variables in a Machine Learning Model
3 versions - Latest release: over 3 years ago - 274 downloads last month - 13 stars on GitHub - 1 maintainer
Top 6.7% on cran.r-project.org
DALEX 2.4.3 💰
moDel Agnostic Language for Exploration and eXplanation
29 versions - Latest release: over 1 year ago - 25 dependent packages - 43 dependent repositories - 6.09 thousand downloads last month - 1,327 stars on GitHub - 1 maintainer
modelStudio 3.1.2 💰
Interactive Studio for Explanatory Model Analysis
18 versions - Latest release: about 1 year ago - 1 dependent repositories - 561 downloads last month - 319 stars on GitHub - 1 maintainer
survex 1.2.0
Explainable Machine Learning in Survival Analysis
5 versions - Latest release: 7 months ago - 461 downloads last month - 88 stars on GitHub - 1 maintainer
triplot 1.3.0
Explaining Correlated Features in Machine Learning Models
2 versions - Latest release: almost 4 years ago - 195 downloads last month - 9 stars on GitHub - 1 maintainer
treeshap 0.3.1
Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm
3 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 420 downloads last month - 73 stars on GitHub - 1 maintainer
arenar 0.2.0
Arena for the Exploration and Comparison of any ML Models
2 versions - Latest release: over 3 years ago - 269 downloads last month - 29 stars on GitHub - 1 maintainer
Related Keywords
xai 7 machine-learning 4 interpretable-machine-learning 4 interpretability 4 iml 4 model-visualization 4 explainable-ai 4 explainable-artificial-intelligence 2 explainable-ml 2 explanations 2 r 2 explainability 2 responsible-ml 2 explainable-machine-learning 2 shap 2 censored-data 1 brier-scores 1 black-box 1 cox-model 1 cox-regression 1 interpretable-ml 1 probabilistic-machine-learning 1 r-package 1 survival-analysis 1 time-to-event 1 variable-importance 1 shapley-value 1 axplainable-artificial-intelligence 1 ema 1 interactive-xai 1 dalex 1 data-science 1 fairness 1 predictive-modeling 1 responsible-ai 1 ai 1 explainable 1 human 1 interactive 1 interactivity 1 interpretable 1 learning 1 machine 1 model 1 visualization 1 biostatistics 1