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Lottery Ticket Hypothesis

Exploring the Lottery Ticket Hypothesis.

Implementation of some of the experiments in this: https://arxiv.org/pdf/1905.01067.pdf

Also includes trainable dropout mask layers, maxout layers, binary layers...

Notes

-TensorFlow 2.0.0

-NumPy 1.17.1

-tensorflow-probability 0.8.0

-Python 3

Reading

https://arxiv.org/pdf/1803.03635.pdf

https://arxiv.org/pdf/1905.01067.pdf

https://arxiv.org/pdf/1602.02830.pdf

https://arxiv.org/pdf/1302.4389.pdf

http://yann.lecun.com/exdb/publis/pdf/wan-icml-13.pdf

More:

https://arxiv.org/pdf/1911.13299.pdf

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Exploring the Lottery Ticket Hypothesis, the training of super-masks, sparse and binary Neural Networks...

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