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neulab avatar

neulab/ExplainaBoard

0
View on GitHub↗
367 stars·36 forks·Python·MIT·1 view

ExplainaBoard

Introduction | Web Tool | API Tool | Download | Paper | Video | Bib

Features

  • Explainable AI Libraries - Platform for evaluating and analyzing NLP model performance.

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Open-source alternatives to ExplainaBoard

Similar open-source projects, ranked by how many features they share with ExplainaBoard.
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  • algofairness/blackboxauditingalgofairness avatar

    algofairness/BlackBoxAuditing

    133View on GitHub↗

    This repository contains a sample implementation of Gradient Feature Auditing (GFA) meant to be generalizable to most datasets. For more information on the repair process, see our paper on Certifying and Removing Disparate Impact. For information on the full auditing process, see our paper on…

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  • alvinwan/neural-backed-decision-treesalvinwan avatar

    alvinwan/neural-backed-decision-trees

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    Project Page // Paper // No-code Web Demo // Colab Notebook

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  • aerdem4/lofo-importanceaerdem4 avatar

    aerdem4/lofo-importance

    868View on GitHub↗

    Leave One Feature Out Importance

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See all 30 alternatives to ExplainaBoard→

Frequently asked questions

What does neulab/explainaboard do?

Introduction | Web Tool | API Tool | Download | Paper | Video | Bib

What are the main features of neulab/explainaboard?

The main features of neulab/explainaboard are: Explainable AI Libraries.

What are some open-source alternatives to neulab/explainaboard?

Open-source alternatives to neulab/explainaboard include: albermax/innvestigate — A toolbox to iNNvestigate neural networks' predictions! algofairness/blackboxauditing — This repository contains a sample implementation of Gradient Feature Auditing (GFA) meant to be generalizable to most… alvinwan/neural-backed-decision-trees — Project Page  //  Paper  //  No-code Web Demo  //  Colab Notebook. andosa/treeinterpreter — TreeInterpreter. ankurtaly/integrated-gradients — (a.k.a. Path-Integrated Gradients, a.k.a. Axiomatic Attribution for Deep Networks). aerdem4/lofo-importance — Leave One Feature Out Importance.