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deeplift

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DeepLIFT (Deep Learning Important FeaTures)

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::deeplift

Usage Tracking

0.6.13.0
0.6.12.0
0.6.10.0
0.6.9.3
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Downloads (Last 6 months): 0

Description

Algorithms for computing importance scores in deep neural networks.

Implements the methods in "Learning Important Features Through Propagating Activation Differences" by Shrikumar, Greenside & Kundaje, as well as other commonly-used methods such as gradients, guided backprop and integrated gradients. See https://github.com/kundajelab/deeplift for documentation and FAQ.

About

Summary

DeepLIFT (Deep Learning Important FeaTures)

Last Updated

Nov 14, 2020 at 11:50

License

MIT License

Total Downloads

17.8K

Supported Platforms

noarch