GitHub topics: explanatory-model-analysis
ModelOriented/modelStudio
📍 Interactive Studio for Explanatory Model Analysis
Language: R - Size: 36.2 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 332 - Forks: 32
ModelOriented/survex
Explainable Machine Learning in Survival Analysis
Language: R - Size: 309 MB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 111 - Forks: 10
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 at: 22 days ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 0
ModelOriented/treeshap
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Language: R - Size: 19.7 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 83 - Forks: 24
pbiecek/ema
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
Language: Jupyter Notebook - Size: 908 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 186 - Forks: 39
chrismainey/to_explain_or_predict
Conference talk for NHS RPysoc 2024 - To explain or predict
Language: HTML - Size: 1.31 MB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
YodaheWondimu/AI-Shakespeare-Colab
An AI program that writes like Shakespeare.
Language: Python - Size: 673 KB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
Language: Python - Size: 798 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 1,370 - Forks: 166
hbaniecki/robust-feature-effects
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)
Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
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 at: 13 days ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 11
ModelOriented/Arena
Interactive XAI dashboard
Language: Vue - Size: 61.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 1
ModelOriented/ArenaR
Data generator for Arena - interactive XAI dashboard
Language: R - Size: 6.56 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 29 - Forks: 4
ModelOriented/corrgrapher
Visualize correlations between variables
Language: R - Size: 150 MB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 0
ModelOriented/triplot
Triplot: Instance- and data-level explanations for the groups of correlated features.
Language: R - Size: 54.1 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 2