Projects in Awesome Lists tagged with explanatory-model-analysis
A curated list of projects in awesome lists tagged with explanatory-model-analysis .
https://github.com/modeloriented/dalex
moDel Agnostic Language for Exploration and eXplanation
black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai
Last synced: 14 May 2025
https://modeloriented.github.io/DALEX/
moDel Agnostic Language for Exploration and eXplanation
black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai
Last synced: 10 Jul 2025
https://github.com/ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai
Last synced: 14 Mar 2025
https://github.com/ModelOriented/modelStudio
📍 Interactive Studio for Explanatory Model Analysis
ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai
Last synced: 11 May 2025
https://github.com/modeloriented/modelstudio
📍 Interactive Studio for Explanatory Model Analysis
ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai
Last synced: 04 Apr 2025
https://github.com/pbiecek/ema
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
examine explain explanatory-model-analysis explore machine-learning model-visualization predictive-models xai
Last synced: 09 Apr 2025
https://github.com/ModelOriented/survex
Explainable Machine Learning in Survival Analysis
biostatistics brier-scores censored-data cox-model cox-regression explainable-ai explainable-machine-learning explainable-ml explanatory-model-analysis interpretable-machine-learning interpretable-ml machine-learning probabilistic-machine-learning r r-package shap survival-analysis time-to-event variable-importance xai
Last synced: 05 May 2025
https://github.com/pbiecek/xaiaterum2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
dalex explainable-ai explanatory-model-analysis interpretable-machine-learning
Last synced: 07 Mar 2026
https://github.com/pyartemis/artemis
A Python package with explanation methods for extraction of feature interactions from predictive models
data-science explainability explainable-ai explainable-ml explanatory-model-analysis iml interpretability interpretable-machine-learning machine-learning predictive-modeling xai xai-library
Last synced: 13 Dec 2025
https://github.com/ModelOriented/corrgrapher
Visualize correlations between variables
explanatory-model-analysis model-visualization xai
Last synced: 13 Jul 2025
https://github.com/chrismainey/to_explain_or_predict
Conference talk for NHS RPysoc 2024 - To explain or predict
explanatory-model-analysis nhs nhs-r-community predictive-modeling python r regression-models
Last synced: 09 Feb 2026
https://github.com/hbaniecki/robust-feature-effects
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)
accumulated-local-effects dalex explainable-ai explainable-machine-learning explanatory-model-analysis feature-attribution iml interpretable-machine-learning partial-dependence-plot
Last synced: 09 Aug 2025
