Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with explanations
A curated list of projects in awesome lists tagged with explanations .
https://github.com/TheAlgorithms/Algorithms-Explanation
Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
algorithm algorithms algorithms-explained data-structures explanations hacktoberfest programming-languages
Last synced: 31 Jul 2024
https://github.com/thealgorithms/algorithms-explanation
Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
algorithm algorithms algorithms-explained data-structures explanations hacktoberfest programming-languages
Last synced: 01 Oct 2024
https://github.com/SeldonIO/alibi
Algorithms for explaining machine learning models
counterfactual explanations interpretability machine-learning xai
Last synced: 31 Jul 2024
https://github.com/seldonio/alibi
Algorithms for explaining machine learning models
counterfactual explanations interpretability machine-learning xai
Last synced: 30 Sep 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 Sep 2024
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/PaddlePaddle/InterpretDL
InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。
convolutional-neural-networks explanations grad-cam interpretation-algorithms lime model-interpretation nlp-models paddlepaddle smoothgrad vision-transformer visualizations
Last synced: 03 Aug 2024
https://github.com/praveenpuglia/shadow-dom-in-depth
Everything you need to know about Shadow DOM
css custom-elements document-fragment doubts examples explanations guide light-dom-elements questions shadow-dom shadow-roots shadow-trees slot web-components
Last synced: 03 Aug 2024
https://github.com/mertyg/debug-mistakes-cce
Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
concepts counterfactual-explanations explanations interpretability
Last synced: 01 Aug 2024
https://github.com/wilsonjr/ClusterShapley
Explaining dimensionality results using SHAP values
cluster-formation dimensionality-reduction explainable-ai explainable-ml explanations machine-learning visualizations
Last synced: 02 Aug 2024
