AdamCobb

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

LLM101n

LLM101n: Let's build a Storyteller

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Automatic Differentiation

Kandinsky-3

peft

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

ng-video-lecture

Awesome-LLM-Uncertainty-Reliability-Robustness

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

big_vision

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

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

audio_spectrogram_transformer

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

awesome-quantum-software

Curated list of open-source quantum software projects.

stable-diffusion

A latent text-to-image diffusion model

worldstrat

The WorldStrat Dataset

FrEIA

Framework for Easily Invertible Architectures

Popper

An inductive logic programming system

x-transformers

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

sbibm

Simulation-based inference benchmark

fwdgrad

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

3D-Machine-Learning

A resource repository for 3D machine learning

Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics

goodpoints

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

pytorch-sentiment-analysis

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

shifts

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

awesome-open-climate-science

Awesome Open Atmospheric, Ocean, and Climate Science

fedjax

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

SPFlow

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

HumBugDB

Acoustic mosquito detection code with Bayesian Neural Networks

SketchGraphs

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

blackjax

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

COMBO