Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: explanatory-model-analysis
ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
Language: Python - Size: 798 MB - Last synced: about 15 hours ago - Pushed: about 16 hours ago - Stars: 1,334 - Forks: 166
pbiecek/ema
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
Language: Jupyter Notebook - Size: 908 MB - Last synced: 8 days ago - Pushed: about 1 month ago - Stars: 174 - Forks: 38
ModelOriented/treeshap
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Language: R - Size: 17.7 MB - Last synced: 11 days ago - Pushed: 4 months ago - Stars: 75 - Forks: 21
pyartemis/artemis
A Python package with explanation methods for extraction of feature interactions from predictive models
Language: Jupyter Notebook - Size: 16.6 MB - Last synced: 5 days ago - Pushed: 6 months ago - Stars: 23 - Forks: 0
ModelOriented/triplot
Triplot: Instance- and data-level explanations for the groups of correlated features.
Language: R - Size: 54.1 MB - Last synced: 21 days ago - Pushed: about 3 years ago - Stars: 9 - Forks: 2
ModelOriented/survex
Explainable Machine Learning in Survival Analysis
Language: R - Size: 309 MB - Last synced: 20 days ago - Pushed: about 1 month ago - Stars: 88 - Forks: 10
ModelOriented/modelStudio
📍 Interactive Studio for Explanatory Model Analysis
Language: R - Size: 36.2 MB - Last synced: 21 days ago - Pushed: 9 months ago - Stars: 319 - Forks: 32
pbiecek/XAIatERUM2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
Language: R - Size: 64.5 MB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 52 - Forks: 11
ModelOriented/Arena
Interactive XAI dashboard
Language: Vue - Size: 61.5 MB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 22 - Forks: 1
ModelOriented/ArenaR
Data generator for Arena - interactive XAI dashboard
Language: R - Size: 6.56 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 29 - Forks: 4
ModelOriented/corrgrapher
Visualize correlations between variables
Language: R - Size: 150 MB - Last synced: 2 days ago - Pushed: over 3 years ago - Stars: 13 - Forks: 0