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中文总榜 > 软件类 > Python
温馨提示：中文项目泛指「文档母语为中文」OR「含有中文翻译」的项目，通常在项目的「readme/wiki/官网」可以找到
| # | Repository | Description | Stars | Updated |
|---|---|---|---|---|
| 1 | huggingface/transformers | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 55757 | 2021-12-19 |
| 2 | soimort/you-get | ⏬ Dumb downloader that scrapes the web | 42631 | 2021-12-16 |
| 3 | ageitgey/face_recognition | The world's simplest facial recognition api for Python and the command line | 42550 | 2021-12-04 |
| 4 | 3b1b/manim | Animation engine for explanatory math videos | 39698 | 2021-12-17 |
| 5 | apachecn/AiLearning | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 32316 | 2021-09-07 |
| 6 | willmcgugan/rich | Rich is a Python library for rich text and beautiful formatting in the terminal. | 31673 | 2021-12-18 |
| 7 | XX-net/XX-Net | A proxy tool to bypass GFW. | 30966 | 2021-12-11 |
| 8 | testerSunshine/12306 | 12306智能刷票，订票 | 30339 | 2021-08-25 |
| 9 | google-research/bert | TensorFlow code and pre-trained models for BERT | 29973 | 2021-09-11 |
| 10 | fxsjy/jieba | 结巴中文分词 | 27568 | 2021-07-25 |
| 11 | hankcs/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 | 24627 | 2021-12-09 |
| 12 | sqlmapproject/sqlmap | Automatic SQL injection and database takeover tool | 21906 | 2021-12-13 |
| 13 | celery/celery | Distributed Task Queue (development branch) | 18378 | 2021-12-18 |
| 14 | PaddlePaddle/PaddleOCR | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and de ... | 18088 | 2021-12-19 |
| 15 | open-mmlab/mmdetection | OpenMMLab Detection Toolbox and Benchmark | 17649 | 2021-12-19 |
| 16 | jumpserver/jumpserver | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 17563 | 2021-12-18 |
| 17 | PaddlePaddle/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） | 17234 | 2021-12-19 |
| 18 | shimohq/chinese-programmer-wrong-pronunciation | 中国程序员容易发音错误的单词 | 14767 | 2021-12-11 |
| 19 | Jack-Cherish/python-spider | 🌈Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 14199 | 2021-12-13 |
| 20 | jhao104/proxy_pool | Python爬虫代理IP池(proxy pool) | 13964 | 2021-12-01 |
| 21 | Kr1s77/awesome-python-login-model | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 13953 | 2021-07-24 |
| 22 | JaidedAI/EasyOCR | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 13379 | 2021-12-13 |
| 23 | tensorflow/tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 11866 | 2021-12-02 |
| 24 | pyecharts/pyecharts | 🎨 Python Echarts Plotting Library | 11807 | 2021-12-13 |
| 25 | codelucas/newspaper | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 11545 | 2021-12-15 |
| 26 | pjialin/py12306 | 🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理 | 11510 | 2021-12-13 |
| 27 | meolu/walle-web | walle - 瓦力 Devops开源项目代码部署平台 | 11278 | 2021-12-06 |
| 28 | microsoft/nni | An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | 10698 | 2021-12-17 |
| 29 | hanxiao/bert-as-service | Mapping a variable-length sentence to a fixed-length vector using BERT model | 9780 | 2021-07-01 |
| 30 | lyhue1991/eat_tensorflow2_in_30_days | Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 | 9166 | 2021-09-20 |
| 31 | darknessomi/musicbox | 网易云音乐命令行版本 | 9139 | 2021-11-05 |
| 32 | 521xueweihan/GitHub520 | 😘 让你“爱”上 GitHub，解决访问时图裂、加载慢的问题。（无需安装） | 8769 | 2021-12-19 |
| 33 | sfyc23/EverydayWechat | 微信助手：1.每日定时给好友（女友）发送定制消息。2.机器人自动回复好友。3.群助手功能（例如：查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等） | 8688 | 2021-06-22 |
| 34 | dmlc/dgl | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 8655 | 2021-12-19 |
| 35 | x-hw/amazing-qr | 💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码） | 8613 | 2021-09-07 |
| 36 | tgbot-collection/YYeTsBot | 🎬 人人影视bot，完全对接人人影视全部无删减资源 | 8418 | 2021-12-18 |
| 37 | wangshub/Douyin-Bot | 😍 Python 抖音机器人，论如何在抖音上找到漂亮小姐姐？ | 7671 | 2021-09-07 |
| 38 | prompt-toolkit/python-prompt-toolkit | Library for building powerful interactive command line applications in Python | 7442 | 2021-12-12 |
| 39 | PaddlePaddle/PaddleHub | Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment) | 7284 | 2021-12-17 |
| 40 | brightmart/text_classification | all kinds of text classification models and more with deep learning | 7179 | 2021-11-02 |
| 41 | luyishisi/Anti-Anti-Spider | 越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停） | 6907 | 2021-10-17 |
| 42 | tensorlayer/TensorLayer | Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥 | 6796 | 2021-12-03 |
| 43 | OlafenwaMoses/ImageAI | A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities | 6734 | 2021-12-04 |
| 44 | rwv/chinese-dos-games | 🎮 Chinese DOS games collections. | 6531 | 2021-08-12 |
| 45 | ymcui/Chinese-BERT-wwm | Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型） | 6358 | 2021-12-17 |
| 46 | PaddlePaddle/models | Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） | 6318 | 2021-12-17 |
| 47 | shidenggui/easytrader | 提供同花顺客户端/国金/华泰客户端/雪球的基金、股票自动程序化交易以及自动打新，支持跟踪 joinquant /ricequant 模拟交易 和 实盘雪球组合, 量化交易组件 | 6193 | 2021-12-13 |
| 48 | Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB | 💎1MB lightweight face detection model (1MB轻量级人脸检测模型) | 6182 | 2021-11-25 |
| 49 | laramies/theHarvester | E-mails, subdomains and names Harvester - OSINT | 6175 | 2021-12-17 |
| 50 | houtianze/bypy | Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端 | 6155 | 2021-12-05 |
| 51 | ufoym/deepo | Setup and customize deep learning environment in seconds. | 6144 | 2021-12-11 |
| 52 | QUANTAXIS/QUANTAXIS | QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权/港股/虚拟货币 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案 | 6136 | 2021-12-19 |
| 53 | xingyizhou/CenterNet | Object detection, 3D detection, and pose estimation using center point detection: | 6093 | 2021-11-11 |
| 54 | Uberi/speech_recognition | Speech recognition module for Python, supporting several engines and APIs, online and offline. | 5999 | 2021-12-14 |
| 55 | asweigart/pyautogui | A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. | 5989 | 2021-11-16 |
| 56 | WZMIAOMIAO/deep-learning-for-image-processing | deep learning for image processing including classification and object-detection etc. | 5802 | 2021-12-18 |
| 57 | PaddlePaddle/PaddleDetection | Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. | 5794 | 2021-12-17 |
| 58 | lancopku/pkuseg-python | pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation | 5692 | 2021-10-19 |
| 59 | kornia/kornia | Open Source Differentiable Computer Vision Library | 5615 | 2021-12-17 |
| 60 | Jack-Cherish/Machine-Learning | ⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 | 5601 | 2021-07-07 |
| 61 | Dman95/SASM | SASM - simple crossplatform IDE for NASM, MASM, GAS and FASM assembly languages | 5557 | 2021-11-12 |
| 62 | ocrmypdf/OCRmyPDF | OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched | 5549 | 2021-12-11 |
| 63 | Jrohy/multi-v2ray | v2ray/xray多用户管理部署程序 | 5382 | 2021-11-23 |
| 64 | ctf-wiki/ctf-wiki | Come and join us, we need you! | 5305 | 2021-11-29 |
| 65 | wb14123/seq2seq-couplet | Play couplet with seq2seq model. 用深度学习对对联。 | 5149 | 2021-10-15 |
| 66 | SpiderClub/haipproxy | 💖 High available distributed ip proxy pool, powerd by Scrapy and Redis | 4993 | 2021-10-06 |
| 67 | PaddlePaddle/PaddleGAN | PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on. | 4987 | 2021-12-17 |
| 68 | PeterL1n/RobustVideoMatting | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 4945 | 2021-12-10 |
| 69 | nl8590687/ASRT_SpeechRecognition | A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统 | 4943 | 2021-12-17 |
| 70 | dataabc/weiboSpider | 新浪微博爬虫，用python爬取新浪微博数据 | 4861 | 2021-12-14 |
| 71 | pythonstock/stock | stock，股票系统。使用python进行开发。 | 4856 | 2021-11-14 |
| 72 | xiaolai/regular-investing-in-box | 定投改变命运 —— 让时间陪你慢慢变富 https://onregularinvesting.com | 4709 | 2021-12-18 |
| 73 | biancangming/wtv | 解决电脑、手机看电视直播的苦恼，收集各种直播源，电视直播网站 | 4692 | 2021-11-22 |
| 74 | PaddlePaddle/ERNIE | Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond. | 4659 | 2021-12-03 |
| 75 | sshwsfc/xadmin | Drop-in replacement of Django admin comes with lots of goodies, fully extensible with plugin support, pretty UI based on Twitter Bootstrap. | 4627 | 2021-08-26 |
| 76 | Morizeyao/GPT2-Chinese | Chinese version of GPT2 training code, using BERT tokenizer. | 4592 | 2021-12-16 |
| 77 | chineseocr/chineseocr | yolo3+ocr | 4558 | 2021-11-02 |
| 78 | QingdaoU/OnlineJudge | open source online judge based on Vue, Django and Docker. 青岛大学开源 Online Judge QQ群 496710125 admin@qduoj.com | 4458 | 2021-12-17 |
| 79 | ricequant/rqalpha | A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities | 4425 | 2021-12-17 |
| 80 | prompt-toolkit/ptpython | A better Python REPL | 4374 | 2021-10-22 |
| 81 | tychxn/jd-assistant | 京东抢购助手：包含登录，查询商品库存/价格，添加/清空购物车，抢购商品(下单)，查询订单等功能 | 4344 | 2021-09-06 |
| 82 | wepe/MachineLearning | Basic Machine Learning and Deep Learning | 4257 | 2021-10-04 |
| 83 | shmilylty/OneForAll | OneForAll是一款功能强大的子域收集工具 | 4202 | 2021-11-20 |
| 84 | EssayKillerBrain/EssayKiller_V2 | 基于开源GPT2.0的初代创作型人工智能 可扩展、可进化 | 4187 | 2021-12-12 |
| 85 | thu-ml/tianshou | An elegant PyTorch deep reinforcement learning library. | 4107 | 2021-12-17 |
| 86 | microsoft/unilm | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 4081 | 2021-12-19 |
| 87 | yuanxiaosc/DeepNude-an-Image-to-Image-technology | DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementati ... | 4029 | 2021-10-02 |
| 88 | chatopera/Synonyms | 🌿 中文近义词：聊天机器人，智能问答工具包 | 4026 | 2021-09-14 |
| 89 | felixonmars/dnsmasq-china-list | Chinese-specific configuration to improve your favorite DNS server. Best partner for chnroutes. | 4025 | 2021-12-18 |
| 90 | TheKingOfDuck/fuzzDicts | Web Pentesting Fuzz 字典,一个就够了。 | 4013 | 2021-12-11 |
| 91 | bojone/bert4keras | keras implement of transformers for humans | 3981 | 2021-11-30 |
| 92 | xinntao/ESRGAN | ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR. | 3870 | 2021-08-25 |
| 93 | wbt5/real-url | 获取斗鱼&虎牙&哔哩哔哩&抖音&快手等 58 个直播平台的真实流媒体地址(直播源)和弹幕，直播源可在 PotPlayer、flv.js 等播放器中播放。 | 3747 | 2021-11-30 |
| 94 | rootphantomer/Blasting_dictionary | 爆破字典 | 3695 | 2021-07-19 |
| 95 | listen1/listen1 | one for all free music in china (origin edition) | 3679 | 2021-08-02 |
| 96 | lucidrains/DALLE-pytorch | Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch | 3660 | 2021-12-02 |
| 97 | HIT-SCIR/ltp | Language Technology Platform | 3648 | 2021-10-22 |
| 98 | RangiLyu/nanodet | ⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥 | 3639 | 2021-12-19 |
| 99 | mozillazg/python-pinyin | 汉字转拼音(pypinyin) | 3616 | 2021-11-14 |
| 100 | YunYang1994/tensorflow-yolov3 | 🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement" | 3498 | 2021-11-10 |
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