Hanjun-Dai

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

llama.cpp

LLM inference in C/C++

bert

TensorFlow code and pre-trained models for BERT

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

PRML

PRML algorithms implemented in Python

consistency_models

Official repo for consistency models.

oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

infinigen

Infinite Photorealistic Worlds using Procedural Generation

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

weak-to-strong

longformer

Longformer: The Long-Document Transformer

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

sling

SLING - A natural language frame semantics parser

jraph

A Graph Neural Network Library in Jax

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

llm-app-stack

MeshDiffusion

Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

DropoutUncertaintyExps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

rxnmapper

RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).

KGReasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

retro_star

Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search

ExpressGNN

ICLR20-Great

Data and Code for Reproducing "Global Relational Models of Source Code"

hoppity

Hoppity

discs

DISCS: The code base for the Benchmark for Discrete Sampling

l2stop

Learning To Stop While Learning To Predict