Shoutao Xie's starred repositories
the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
face_recognition
The world's simplest facial recognition api for Python and the command line
cs-self-learning
计算机自学指南
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
gpt-crawler
Crawl a site to generate knowledge files to create your own custom GPT from a URL
algorithm-pattern
算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
DeepSeek-Coder
DeepSeek Coder: Let the Code Write Itself
VideoCrafter
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
KuiperInfer
带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
segment-anything-fast
A batched offline inference oriented version of segment-anything
model_analyzer
Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.
SikuBERT-for-digital-humanities-and-classical-Chinese-information-processing
SikuBERT：四库全书的预训练语言模型（四库BERT） Pre-training Model of Siku Quanshu
DeepLearningSystem
AI Infra主要是指AI的基础建设，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术。