Yang Zhang

RecommenderSystem.

my-tv. 我的电视 电视直播软件，安装即可使用

Algorithm-Practice-in-Industry. 搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

uncertainty-calibration. A collection of research and application papers of (uncertainty) calibration techniques.

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising. Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).

ntfstool. A ntfs tool for mac

BLEUnlock. Lock/unlock your Mac with your iPhone, Apple Watch, or any other Bluetooth LE devices

rime-wubi86-jidian. 86五笔极点码表 for 鼠须管(macOS)、小狼毫(Windows)、中州韵(Ubuntu) 、仓（iOS）、同文（Android）五笔输入方案，五笔输入法，Rime 方案。Chinese wubi input method schema

iiecas-kaoyan-bo-docs. National Postgraduate Entrance Exam Documents of Institute of Information Engineering, Chinese Academy of Sciences. 中国科学院信息工程研究所考研保研考博文档资料

Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

ChatGPT. 🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

chatgpt-mac. ChatGPT for Mac, living in your menubar.

frida. Clone this repo to build Frida

h3-js. h3-js provides a JavaScript version of H3, a hexagon-based geospatial indexing system.

label-studio. Label Studio is a multi-type data labeling and annotation tool with standardized output format

hexagdly. Process hexagonally sampled data with PyTorch

Motrix. A full-featured download manager.

imgdupes. Identifying and removing near-duplicate images using perceptual hashing.

imagecluster. Cluster images based on image content using a pre-trained deep neural network, optional time distance scaling and hierarchical clustering.

imagededup. 😎 Finding duplicate images made easy!

torchgeo. TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

torchrec. Pytorch domain library for recommendation systems

kalibr. The Kalibr visual-inertial calibration toolbox

spaCy. 💫 Industrial-strength Natural Language Processing (NLP) in Python

prodigy-recipes. 🍳 Recipes for the Prodigy, our fully scriptable annotation tool

PaddleDetection. Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

SummaryOfLoanSuspension. 全国各省市停贷通知汇总

BaiduPCS-Go. iikira/BaiduPCS-Go原版基础上集成了分享链接/秒传链接转存功能

photoprism. AI-Powered Photos App 🌈💎✨

doccano. Open source annotation tool for machine learning practitioners.

brat. brat rapid annotation tool (brat) - for all your textual annotation needs

NLP-Interview-Notes. 该仓库主要记录 NLP 算法工程师相关的面试题

selenium-wire. Extends Selenium's Python bindings to give you the ability to inspect requests made by the browser.

AnyQ. FAQ-based Question Answering System

haipproxy. :sparkling_heart: High available distributed ip proxy pool, powerd by Scrapy and Redis

proxy_pool. Python ProxyPool for web spider

WechatSogou. 基于搜狗微信搜索的微信公众号爬虫接口

BBDown. Bilibili Downloader. 一个命令行式哔哩哔哩下载器.

bilibili-mac-client. An unofficial bilibili client for mac

lx-music-desktop. 一个基于 Electron 的音乐软件

session-rec. Python-based framework for building and evaluating session-based and session-aware recommender systems.

nlp_chinese_corpus. 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

CLUE. 中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

CLUEDatasetSearch. 搜索所有中文NLP数据集，附常用英文NLP数据集

qmc-decoder. Fastest & best convert qmc 2 mp3 | flac tools

gym. A toolkit for developing and comparing reinforcement learning algorithms.

easy-rl. 强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

evolution-strategies-starter. Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

ios. Shadowrocket 小火箭最新版在线安装， 共享Shadowrocket 小火箭账号，苹果手机SS/SSR/V2Ray客户端

DeepCTR. Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

dgl. Python package built to ease deep learning on graph, on top of existing DL frameworks.

causalml. Uplift modeling and causal inference with machine learning algorithms

Deep-Learning-NLP. :satellite: Organized Resources for Deep Learning in Natural Language Processing

text-classification-models-tf. Tensorflow implementations of Text Classification Models.

v2ray-examples. v2ray-core 的模板们

dowhy_zh. DoWhy是用于因果推断的Python库，它支持对因果假设进行显式建模和验证。DoWhy基于用于因果推理的统一语言，结合了因果图模型和潜结果框架。

spark-knn. k-Nearest Neighbors algorithm on Spark

implicit. Fast Python Collaborative Filtering for Implicit Feedback Datasets

python-doc. translate python documents to Chinese for convenient reference 简而言之，这里用来存放那些Python文档君们，并且尽力将其翻译成中文~~

listen1_chrome_extension. one for all free music in china (chrome extension, also works for firefox)

Awesome-Chinese-NLP. A curated list of resources for Chinese NLP 中文自然语言处理相关资料

sensitive-words. 互联网常用敏感词库

Thief. 一款创新跨平台摸鱼神器，支持小说、股票、网页、视频、直播、PDF、游戏等摸鱼模式，为上班族打造的上班必备神器，使用此软件可以让上班倍感轻松，远离 ICU。

Text_Matching. 文本相似度计算／文本匹配

include-what-you-use. A tool for use with clang to analyze #includes in C and C++ source files

nmslib. Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

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。

THUCTC. An Efficient Chinese Text Classifier

Chinese-BERT-wwm. Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

bert_seq2seq. pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

protobuf-to-dict. A small Python library for creating dicts from protocol buffers. Useful as an intermediate step before serialization (e.g. to JSON).

AndroidViewClient. Android ViewServer and ADB client

apkstudio. Open-source, cross platform Qt6 based IDE for reverse-engineering Android application packages. It features a friendly IDE-like layout including code editor with syntax highlighting support for *.smali code files.

Genymotion_ARM_Translation. 👾👾 Genymotion_ARM_Translation Please enjoy！

uiautomator2. Android Uiautomator2 Python Wrapper

web-editor. please use https://uiauto.dev instead

NLP-progress. Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pytorch-book. PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

landscape. 🌄 The Cloud Native Interactive Landscape filters and sorts hundreds of projects and products, and shows details including GitHub stars, funding, first and last commits, contributor counts and headquarters location.

etcd. Distributed reliable key-value store for the most critical data of a distributed system

deeplearning-models. A collection of various deep learning architectures, models, and tips

DaFileShare. A file share app for macos

O2O-Coupon-Usage-Forecast. 1st Place Solution for O2O Coupon Usage Forecast

sqlitedict. Persistent dict, backed by sqlite3 and pickle, multithread-safe.

mysqldump-to-csv. A quickly-hacked-together Python script to turn mysqldump files to CSV files. Optimized for Wikipedia database dumps.

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

tesseract.js. Pure Javascript OCR for more than 100 Languages 📖🎉🖥

tesseract. Tesseract Open Source OCR Engine (main repository)

medical-data.

NLPer-Interview. 该仓库主要记录 NLP 算法工程师相关的面试题

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

annoy. Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

keras-vis. Neural network visualization toolkit for keras

Tools-to-Design-or-Visualize-Architecture-of-Neural-Network. Tools to Design or Visualize Architecture of Neural Network

Cheatsheets. All the cheat sheets you need as a novice machine learning engineer

ML-NLP. 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Deep-Learning-21-Examples. 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

mongo-sql. An extensible SQL generation library for JavaScript with a focus on introspectibility

trdsql. CLI tool that can execute SQL queries on CSV, LTSV, JSON, YAML and TBLN. Can output to various formats.

multiprocess. better multiprocessing and multithreading in Python

ObjectPath. The agile query language for semi-structured data

awesome-graph. A curated list of resources for graph databases and graph computing tools

Rectangle. Move and resize windows on macOS with keyboard shortcuts and snap areas

spectacle. Spectacle allows you to organize your windows without using a mouse.

pycma. Python implementation of CMA-ES

InterpretableMLBook. 《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

milvus. Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

v2ray-core. A platform for building proxies to bypass network restrictions.

v2ray. 最好用的 V2Ray 一键安装脚本 & 管理脚本

cupy. NumPy & SciPy for GPU

Airplay-SDK. The Best Airplay SDK supports Airplay Mirroring and AirPlay Casting to a receiver device.

Karabiner-Elements. The next generation Karabiner prototyping for macOS Sierra

bottleneck. Fast NumPy array functions written in C

awesome-information-retrieval. A curated list of awesome information retrieval resources

deepLearningBook-Notes. Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

machine-learning-yearning-cn. Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

machine_learning_derivation. notes of machine learning algorithm derivation

pumpkin-book. 南瓜书：《机器学习》（西瓜书）公式详解

Machine-Learning-Session.

d2l-zh. 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

python_portpicker. A module to find available network ports for testing.

awesome-c-cn. C 资源大全中文版，包括了：构建系统、编译器、数据库、加密、初中高的教程/指南、书籍、库等。

Mob. Mob - 一个有颜值的喜马拉雅桌面客户端，支持 Mac、Win 和 Linux

shadowsocks_install. Auto Install Shadowsocks Server for CentOS/Debian/Ubuntu

xlwings. xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.

modern-cpp-tutorial. 📚 Modern C++ Tutorial: C++11 to C++26 On the Fly | https://changkun.de/modern-cpp/

writing-code-for-nlp-research-emnlp2018. A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018

allennlp. An open-source NLP research library, built on PyTorch.

models. Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

no-free_vpn. 亲测可用的 VPN。亲测有效的科学上网，同时支持 windows、mac、linux、ios 和 andrioid 系统。并提供 chrome、firefox、opera 等浏览器的插件使用。

brpc. brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" means "better RPC".

Ad-papers. Papers on Computational Advertising

RSPapers. RSTutorials: A Curated List of Must-read Papers on Recommender System.

ohmyzsh. 🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

fonts. Patched fonts for Powerline users.

powerline-shell. A beautiful and useful prompt for your shell

iTerm2-Color-Schemes. Over 450 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal, Visual Studio, Alacritty, Ghostty, and many more

Paddle. PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

TensorFlow-Tutorials. TensorFlow Tutorials with YouTube Videos

OpenCC. Library for conversion between Traditional and Simplified Chinese

express-rate-limit. Basic rate-limiting middleware for the Express web server

Distributed-Systems. MIT课程《Distributed Systems 》学习和翻译

redis. For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

ycy. "Hello YCY" Programming Competition

ShareX. ShareX is a free and open-source application that enables users to capture or record any area of their screen with a single keystroke. It also supports uploading images, text, and various file types to a wide range of destinations.

write-a-hash-table. ✏️ Learn how to write a hash table in C

wubiuefi. fork of Wubi (https://launchpad.net/wubi) for UEFI support and for support of recent Ubuntu releases

grequests. Requests + Gevent = <3

LeetCodeAnimation. Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路,完整单步/回看/变速/语音讲解在 algomooc.com）

lihang-code. 《统计学习方法》的代码实现

binary-parser. A blazing-fast declarative parser builder for binary data

snownlp. Python library for processing Chinese text

Multi-Label-Text-Classification. About Muti-Label Text Classification Based on Neural Network.

tenacity. Retrying library for Python

fast-json-stringify. 2x faster than JSON.stringify()

DeepLearning-500-questions. 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

scipy. SciPy library main repository

ailearning. AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

folly. An open-source C++ library developed and used at Facebook.

zh-google-styleguide. Google 开源项目风格指南 (中文版)

blockly. The web-based visual programming editor.

pkg. Package your Node.js project into an executable

architect-awesome. 后端架构师技术图谱

BeamerStyleSlides. 🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

toy. the thin c++ game engine

apachecn-algo-zh. ApacheCN 数据结构与算法译文集

loupe. Visualizing the javascript runtime at runtime

kcp. :zap: KCP - A Fast and Reliable ARQ Protocol

deeplearning_ai_books. deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

nndl. 邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版

read_requests. python requests 源码阅读，学习更pythonic 的python代码写法。

gt-nlp-class. Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

ivideo. 一个可以观看国内主流视频平台所有视频的客户端（Mac、Windows、Linux） A client that can watch video of domestic(China) mainstream video platform

zhihu. This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

HanLP. 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

kgtutorial.github.io. Knowledge Graph Construction From Text

awesome-bigdata. A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-data-engineering. A curated list of data engineering tools for software developers

CS231n. CS231n assignment & Notes & Slides

fuckcqcs. 14小时

ngclipboard. An angularjs directive to copy text to clipboard without using flash

JSONPath. A fork of JSONPath from http://goessner.net/articles/JsonPath/

MCFA. [IJCAI2018] Translations as Additional Contexts for Sentence Classification

Stanford-CS-229. A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

3rs-of-software-architecture. A guide on how to write readable, reusable, and refactorable software

byterun. A Python implementation of a Python bytecode runner

Coursera-ML-AndrewNg-Notes. 吴恩达老师的机器学习课程个人笔记

architecture.of.internet-product. 互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

joi. The most powerful data validation library for JS

CS-Notes. :books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

response-time. Response time header for node.js

tcpcopy. An online request replication and TCP stream replay tool, ideal for real testing, performance testing, stability testing, stress testing, load testing, smoke testing, and more.

waifu2x. Image Super-Resolution for Anime-Style Art

simpread. 简悦 ( SimpRead ) - 让你瞬间进入沉浸式阅读的扩展

chinese-independent-developer. 👩🏿‍💻👨🏾‍💻👩🏼‍💻👨🏽‍💻👩🏻‍💻中国独立开发者项目列表 -- 分享大家都在做什么

leveldb. LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

awesome-micro-npm-packages. A curated list of small, focused npm packages.

How-to-learn-node-correctly. [全文]如何正确的学习Node.js

standard. 🌟 JavaScript Style Guide, with linter & automatic code fixer