Xplique Is a Neural Networks Explainability Toolbox

by AdilZtn • 2 years ago

9 3 2 years ago

kyumeo• 2 years ago

Hi!

One of the main contributors here!

Xplique handles both TF and Torch frameworks for a variety of attribution methods (some of them developed by our team), concept methods (including the excellent CRAFT by Thomas Fel et al.) and Feature Visualization.

Please take a look and tell us what you think about it, any feedback welcome!

raphaelty• 2 years ago

The library is clean and well documented

anto-poc• 2 years ago

This is an explanainability library to unveil information on neural networks.

It proposes a large variety of attribution methods, they support diverse data types (Tabular, Time Series, and Images) and diverse tasks (classification, regression, object detection, semantic segmentation).

You should have a look to the tutorials or the documentation to know more.

Xplique Is a Neural Networks Explainability Toolbox

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