Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
"interpretable-machine-learning" Awesome Lists
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml
3,466 stars
575 forks
1,254 projects
Last updated: 29 May 2024
awesome-time-series-explainability
A list of (post-hoc) XAI for time series
awesome-list awesome-lists explainability explainable-ai explainable-ml explainable-time-series-classification explainable-time-series-prediction interpretability interpretable-machine-learning time-series
93 stars
15 forks
71 projects
Last updated: 03 Dec 2024
awesome-neural-trees
Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"
awesome-list decision-trees explainable-artificial-intelligence interpretability interpretable-machine-learning neural-networks
72 stars
6 forks
101 projects
Last updated: 07 May 2024
awesome-counterfactual-explanations
This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃 Contributions are welcome! Our maintenance capacity is limited, so we highly appreciate pull requests.
awasome counterfactual-explanations explainable-ai explainable-ml interpretable-machine-learning machine-learning xai
14 stars
0 forks
37 projects
Last updated: 28 Nov 2024