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Bayesian-Neural-Networks
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Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

by JavierAntoran · GitHub
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approximate-inferencebayes-by-backpropbayesian-inferenceMITJupyter NotebookSelf-hostable
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In plain words

Run various Bayesian inference methods using PyTorch with provided example code.

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2026-07-202026-08-31
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Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Bayesian-Neural-Networks has 2k stars on GitHub. It has been forked 305 times. Bayesian-Neural-Networks is written mainly in Jupyter Notebook. It has been in active development since 2019. Bayesian-Neural-Networks is available under the MIT license. Its main topics are approximate-inference, bayes-by-backprop, bayesian-inference, bayesian-neural-networks.

Frequently asked questions

What is Bayesian-Neural-Networks?

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Is Bayesian-Neural-Networks open source?

Bayesian-Neural-Networks is an open-source project. It is released under the MIT license.

Is Bayesian-Neural-Networks free?

Yes. Bayesian-Neural-Networks is free and open source — you can use, modify and self-host it.

What license does Bayesian-Neural-Networks use?

Bayesian-Neural-Networks is available under the MIT license.

What language is Bayesian-Neural-Networks written in?

Bayesian-Neural-Networks is written mainly in Jupyter Notebook.

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