Hsword

Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, please visit/star/fork https://github.com/PKU-DAIR/Hetu

SpotServe

SpotServe: Serving Generative Large Language Models on Preemptible Instances

Awesome-Machine-Learning-System-Papers

VLDB2023_SDPipe

SIGMOD2022_HET-GMP

Het

X-former-Elucidator

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

Lasagne

Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-aware Deep Architecture [TKDE 2021]

mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

P2CG

autodist

Simple Distributed Deep Learning on TensorFlow

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

Awesome-Mixture-of-Experts-Papers

A curated reading list of research in Mixture-of-Experts(MoE).

ccf-deadlines

⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~

Hetu_doc

cmu-catalyst.github.io

cuWide

DeepLearningExamples

Deep Learning Examples

FasterTransformer

Transformer related optimization, including BERT, GPT

FlexFlow

A distributed deep learning framework.

gnn-benchmark

Framework for evaluating Graph Neural Network models on semi-supervised node classification task

graph

neuronika

Tensors and dynamic neural networks in pure Rust.

NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

Partial-Reduce

PKUAutoSubmit_online

萌新友好的，无需下载文件与配环境的，基于Github Actions的，P大学生出入校自动报备程序

pylops-gpu

PyLops-gpu – Linear Operators on GPUs

SIGMOD2021_Parital_Reduce

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.