[D] Open source projects for interpretability

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Tensorflow Interpretability Visualization Machine Learning Colab

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  • lucid

    A collection of infrastructure and tools for research in neural network interpretability.

    • You should check out Captum for PyTorch: https://captum.ai/ and tf-explain or lucid (this one is the framework used by distill) for Tensorflow although I think they are both oriented towards Vision interpretability (not sure if you are looking for that).

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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