ai-rank

面向产业应用的AI开源评测基准

ai_tutorial

精华机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理

aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

awesome-aigc

A list of awesome AIGC works

awesome-compilers

:sunglasses: Curated list of awesome resources on Compilers, Interpreters and Runtimes

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-cv-adversarial-attack-list

This repository is a curated list of papers and open source code about competition for CV Adversarial Attack.

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-distributed-deep-learning

A curated list of awesome Distributed Deep Learning resources.

awesome-federated-learning

Federated Learning Library: https://fedml.ai

awesome-gpu

Awesome resources for GPUs

awesome-hpc

Common HPC interview questions and materials

awesome-information-retrieval

A curated list of awesome information retrieval resources

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

awesome-machine-learning-systems

awesome machine learning systems (MLSys)

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

awesome-programming-books

📚 经典技术书籍 PDF 文件，持续更新...

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

awesome-system-for-machine-learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

awesome-vector-search

Collections of vector search related libraries, service and research papers

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

bagua

Bagua is a performant and flexible distributed training framework for PyTorch, providing a faster alternative to PyTorch DDP and Horovod, with support for advanced distributed training algorithms such as quantization and decentralization.

bluefog

Distributed and decentralized training framework for PyTorch over graph

buddy-mlir

An MLIR-Based Ideas Landing Project

byteps

A high performance and generic framework for distributed DNN training

cmake-learning