Jeremy Bernstein

agd. Automatic gradient descent

fromage. 🧀 Pytorch code for the Fromage optimiser.

signSGD. Code for the signSGD paper

madam. 👩 Pytorch and Jax code for the Madam optimiser.

entropix. 📰 Computing the information content of trained neural networks

nero. 👑 Pytorch code for the Nero optimiser.

thesis. 🎓 LaTeX source for my PhD thesis

cGAN. Class-conditional generative adversarial nets in Pytorch

implicit-bias. Jupyter Notebook

bpm. ✨ Kernels and NNs as BPMs

playground. Play with neural networks!