davzha

Awesome-GFlowNets

A curated list of resources about generative flow networks (GFlowNets).

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

DiffusionDet

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

LovelyPlots

Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.

torchdynamo

A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

reloadium

Hot Reloading and Profiling for Python

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

MagTense

MagTense - a micromagnetism and magnetostatic framework

circuit_training

Analytic-DPM

Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)

e3_diffusion_for_molecules

comet

[NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts

salina

a Lightweight library for sequential learning agents, including reinforcement learning

convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

EEND

End-to-End Neural Diarization

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

ml4co-competition

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition

fast-soft-sort

Fast Differentiable Sorting and Ranking

LiftPool

dspn

[NeurIPS 2019] Deep Set Prediction Networks

SetToGraphPaper

SetToGraph paper repository

fspool

[ICLR 2020] FSPool: Learning Set Representations with Featurewise Sort Pooling

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Anime4K

A High-Quality Real Time Upscaler for Anime Video

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences