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idealo avatar

idealo/cnn-exposedArchived

0
View on GitHub↗
176 stars·30 forks·Jupyter Notebook·MIT·10 viewsspeakerdeck.com/tanujjain/demystifying-the-neural-network-black-box↗

Cnn Exposed

This repo contains the code for our talk "Demystifying the neural network black box". Slides are available on Speaker Deck. This code has not been maintained for over a year. It's archived on 2024-12-18.

Features

  • Explainable AI Libraries - Visualization tools for understanding convolutional neural networks.

Star history

Star history chart for idealo/cnn-exposedStar history chart for idealo/cnn-exposed

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with Cnn Exposed

These projects share indexed features with Cnn Exposed. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • albermax/innvestigatealbermax avatar

    albermax/innvestigate

    1,305View on GitHub↗

    A toolbox to iNNvestigate neural networks' predictions!

    Python
    View on GitHub↗1,305
  • 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…

    Python
    View on GitHub↗133
  • alvinwan/neural-backed-decision-treesalvinwan avatar

    alvinwan/neural-backed-decision-trees

    625View on GitHub↗

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

    Python
    View on GitHub↗625
  • aerdem4/lofo-importanceaerdem4 avatar

    aerdem4/lofo-importance

    868View on GitHub↗

    Leave One Feature Out Importance

    Python
    View on GitHub↗868
Compare all 30 related projects→

Frequently asked questions

What does idealo/cnn-exposed do?

This repo contains the code for our talk "Demystifying the neural network black box". Slides are available on Speaker Deck. This code has not been maintained for over a year. It's archived on 2024-12-18.

What are the main features of idealo/cnn-exposed?

The main features of idealo/cnn-exposed are: Explainable AI Libraries.

Which projects share features with idealo/cnn-exposed?

Projects with overlapping indexed features 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.