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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by ModelOriented
A curated list of projects in awesome lists by ModelOriented .
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: 04 Aug 2024
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: 30 Jul 2024
https://github.com/ModelOriented/DrWhy
DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.
Last synced: 30 Jul 2024
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: 03 Aug 2024
https://github.com/ModelOriented/randomForestExplainer
A set of tools to understand what is happening inside a Random Forest
Last synced: 05 Aug 2024
https://github.com/ModelOriented/modelDown
modelDown generates a website with HTML summaries for predictive models
Last synced: 30 Jul 2024
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: 02 Aug 2024
https://github.com/ModelOriented/iBreakDown
Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
breakdown iml interpretability shapley xai
Last synced: 30 Jul 2024
https://github.com/ModelOriented/auditor
Model verification, validation, and error analysis
classification error-analysis explainable-artificial-intelligence machine-learning model-validation regression-models residuals xai
Last synced: 02 Aug 2024
https://github.com/ModelOriented/ingredients
Effects and Importances of Model Ingredients
Last synced: 30 Jul 2024
https://github.com/ModelOriented/EloML
R package EloML: Elo rating system for machine learning models
Last synced: 02 Aug 2024
https://github.com/ModelOriented/corrgrapher
Visualize correlations between variables
explanatory-model-analysis model-visualization xai
Last synced: 05 Aug 2024
https://github.com/ModelOriented/xai2cloud
Create web API from model explainers
Last synced: 05 Aug 2024