AdamCobb

stable-diffusion

A latent text-to-image diffusion model

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

3D-Machine-Learning

A resource repository for 3D machine learning

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

ng-video-lecture

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

awesome-quantum-software

Curated list of open-source quantum software projects.

blackjax

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

FrEIA

Framework for Easily Invertible Architectures

Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

awesome-open-climate-science

Awesome Open Atmospheric, Ocean, and Climate Science

pyprob

A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch

ad

Automatic Differentiation

SketchGraphs

A dataset of 15 million CAD sketches with geometric constraint graphs.

SPFlow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

Kandinsky-3

fedjax

FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

shifts

This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.

worldstrat

The WorldStrat Dataset

Popper

An inductive logic programming system

fwdgrad

Implementation of "Gradients without backpropagation" paper (https://arxiv.org/abs/2202.08587) using functorch

Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics

sbibm

Simulation-based inference benchmark

COMBO

HumBugDB

Acoustic mosquito detection code with Bayesian Neural Networks

goodpoints

A Python package for generating concise, high-quality summaries of a probability distribution

audio_spectrogram_transformer

Complete implementation of feature extraction, transformer training loop for ESC-50