algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

aspect-based-sentiment-analysis

A paper list for aspect based sentiment analysis.

blog

my blog source code repository.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese_ocr

单个文字分类

clean-code-python

:bathtub: Clean Code concepts adapted for Python

cluepretrainedmodels

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

cube-studio

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式算法训练，超参搜索，推理服务VGPU，多集群调度，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型一键微调，llmops，私有知识库，AI应用商店，支持模型一键开发/推理/微调，私有化部署，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

dify

An Open-Source Assistants API and GPTs alternative. Dify.AI is an LLM application development platform. It integrates the concepts of Backend as a Service and LLMOps, covering the core tech stack required for building generative AI-native applications, including a built-in RAG engine.

docker-squid

Dockerfile to create a Docker container image for Squid proxy server

easybert

基于Pytorch的Bert应用，包括命名实体识别、情感分析、文本分类以及文本相似度等

example-code-2e

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

fastnlp_study

fastnlp学习笔记

fastnlpdemo

full-stack-fastapi-template

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

gitblog

gitblogs

基于git issue的轻量级个人博客模板。

github

GitHub 漫游指南- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

imagesensei

图像处理演示项目

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

missing-semester

The Missing Semester of Your CS Education 📚

mnist-pytorch

mnist手写体识别 pytorch实现

multi_label_classifier_finetune

微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)

nextjs-notion-starter-kit

Deploy your own Notion-powered website in minutes with Next.js and Vercel.

nlp-course-chinese

notify-server

微信消息通知

opencv-python-tutorial

OpenCV问答群,QQ群号:187436093

pytorch-nlu

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.