Jianglin954

awesome

😎 Awesome lists about all kinds of interesting topics

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

google-research

Google Research

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

xformers

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

fiftyone

The open-source tool for building high-quality datasets and computer vision models

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

Awesome-Pruning

A curated list of neural network pruning resources.

pycharm-guide

PyCharm 中文指南：安装 | 破解 | 效率 | 技巧

scholar.py

A parser for Google Scholar, written in Python

graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Awesome-Graph-LLM

A collection of AWESOME things about Graph-Related LLMs.

torchdrug

A powerful and flexible machine learning platform for drug discovery

nvidia-htop

A tool for enriching the output of nvidia-smi.

e3_diffusion_for_molecules

GMNN

Graph Markov Neural Networks

how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

multinomial_diffusion

LDS-GNN

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

OpenGSL

TAPE

Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning"

Generative-Diffusion-Models-on-Graphs

GLEM

MiDi

MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation

DPM-SNC

LGI-LS

[NeurIPS 2023] Latent Graph Inference with Limited Supervision

Awesome-Large-Language-Models-On-Graphs

Papers on the topic of large language models (LLMs) on graphs