diarra2339

nnet-compression-generalization

pac-bayes-vae

Computing PAC-Bayesian Bounds for Variational Autoencoders

tight-pac-bayes

Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

POT

POT : Python Optimal Transport

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

phage-host-prediction

Published in PLOS ONE. Phage-host interaction prediction tool that uses protein language models to represent the receptor-binding proteins of phages. It presents improvements over using handcrafted sequence properties and eliminates the need to manually extract and select features from phage sequences

Lipschitz_VAEs

Repository for Ben Barrett's MSc dissertation.

LNets

Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

PresGANs

Prescribed Generative Adversarial Networks

gan-zoo-pytorch

A zoo of GAN implementations

swg

Sliced Wasserstein Generator

optimaltransport.github.io

Web site of the Computational Optimal Transport book

summit

Sentence-VAE

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

taylor-swift-lyrics

Scraping all Taylor Swift lyrics!

taylor-swift

A Taylor Swift lyrics searcher + template for other artist lyric searchers.

PBB

PAC-Bayes with Backprop - Tighter risk certificates for neural networks

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.