Jeremy Bernstein's repositories

agd

Automatic gradient descent

fromage

πŸ§€ Pytorch code for the Fromage optimiser.

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modula

Scalable neural net training via automatic normalization in the modular norm.

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signSGD

Code for the signSGD paper

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madam

πŸ‘© Pytorch and Jax code for the Madam optimiser.

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nero

πŸ‘‘ Pytorch code for the Nero optimiser.

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entropix

πŸ“° Computing the information content of trained neural networks

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thesis

πŸŽ“ LaTeX source for my PhD thesis

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cGAN

Class-conditional generative adversarial nets in Pytorch

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playground

Play with neural networks!

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bpm

✨ Kernels and NNs as BPMs

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LeanSGD

Wide Residual Networks (WideResNets) in PyTorch

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nips17-dl-workshop-website

Website of the NIPS 2017 workshop: "Deep Learning: Bridging Theory and Practice"

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v162

Proceedings of ICML 2022

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