Pierre Wolinski's repositories
gaussian-preact
Computations related to the paper "Gaussian Pre-Activations in Neural Networks: Myth or Reality?"
GroupedNewton
Second-order optimization method adapted to neural networks
deepchaos
Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
diffusion
Denoising Diffusion Probabilistic Models
ema-pytorch
A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model
KFAC-Pytorch
Pytorch implementation of KFAC and E-KFAC (Natural Gradient).
pytorch-fid
Compute FID scores with PyTorch.
pyvarinf
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch