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Topic · explainability

explainability

Tracked open-source repos tagged explainability, sorted by stars.

Repos
12
Total stars
67,933
Avg. stars
5,661
Share
0.00%

Topics that frequently appear alongside explainability on the same repo.

Recent risers

Repos created in the last 90 days, tagged explainability.

  • attention-span@alexgreensh

    Make your agents talk human. ADHD-friendly output styles for Claude Code, Codex, and others. So you can pay attention, not tokens.

    877
  • shap@shap

    A game theoretic approach to explain the output of any machine learning model.

    25,710+15Star change over the last 7 days
  • A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

    20,877+19Star change over the last 7 days
  • interpret@interpretml

    Fit interpretable models. Explain blackbox machine learning.

    6,929+7Star change over the last 7 days
  • shapash@MAIF

    🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

    3,252+1Star change over the last 7 days
  • CodeBoarding@CodeBoarding

    Interactive architecture diagrams for codebases

    2,404+10Star change over the last 7 days
  • Transformer-Explainability@hila-chefer

    [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

    2,014+0Star change over the last 7 days
  • responsible-ai-toolbox@microsoft

    Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

    1,827+5Star change over the last 7 days
  • xai@EthicalML

    XAI - An eXplainability toolbox for machine learning

    1,260+1Star change over the last 7 days
  • 蒸餾李宏毅老師的skill,結合Karpathy的LLM,Fable 5加持 以及 本人親自訪談

    1,248+228Star change over the last 7 days
  • attention-span@alexgreensh

    Make your agents talk human. ADHD-friendly output styles for Claude Code, Codex, and others. So you can pay attention, not tokens.

    877+41Star change over the last 7 days
  • Papers about explainability of GNNs

    815+0Star change over the last 7 days
  • shapiq@mmschlk

    Shapley Interactions and Shapley Values for Machine Learning

    770+2Star change over the last 7 days
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