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中文增速榜 > 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 | Average daily growth | Updated |
|---|---|---|---|---|---|
| 1 | huggingface/transformers | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 55757 | 49 | 2021-12-19 |
| 2 | PeterL1n/RobustVideoMatting | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 4945 | 45 | 2021-12-10 |
| 3 | willmcgugan/rich | Rich is a Python library for rich text and beautiful formatting in the terminal. | 31673 | 41 | 2021-12-18 |
| 4 | 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 | 31 | 2021-12-19 |
| 5 | 7eu7d7/genshin_auto_fish | 基于深度强化学习的原神自动钓鱼AI | 2862 | 29 | 2021-12-04 |
| 6 | google-research/bert | TensorFlow code and pre-trained models for BERT | 29973 | 26 | 2021-09-11 |
| 7 | Mas0nShi/typoraCracker | A extract & decryption and pack & encryption tools for typora. | 475 | 25 | 2021-12-12 |
| 8 | ageitgey/face_recognition | The world's simplest facial recognition api for Python and the command line | 42550 | 24 | 2021-12-04 |
| 9 | JaidedAI/EasyOCR | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 13379 | 21 | 2021-12-13 |
| 10 | testerSunshine/12306 | 12306智能刷票，订票 | 30339 | 18 | 2021-08-25 |
| 11 | HeisenbergEmpire/studynote | 程式與網絡安全學習筆記 | 460 | 18 | 2021-12-18 |
| 12 | apachecn/AiLearning | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 32316 | 18 | 2021-09-07 |
| 13 | open-mmlab/mmhuman3d | OpenMMLab 3D Human Parametric Model Toolbox and Benchmark | 334 | 17 | 2021-12-18 |
| 14 | 3b1b/manim | Animation engine for explanatory math videos | 39698 | 16 | 2021-12-17 |
| 15 | open-mmlab/mmdetection | OpenMMLab Detection Toolbox and Benchmark | 17649 | 15 | 2021-12-19 |
| 16 | 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 | 15 | 2021-12-19 |
| 17 | lyhue1991/eat_tensorflow2_in_30_days | Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 | 9166 | 14 | 2021-09-20 |
| 18 | soimort/you-get | ⏬ Dumb downloader that scrapes the web | 42631 | 13 | 2021-12-16 |
| 19 | 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 | 13 | 2021-07-24 |
| 20 | XX-net/XX-Net | A proxy tool to bypass GFW. | 30966 | 12 | 2021-12-11 |
| 21 | xfangfang/Macast | Macast is a cross-platform application which using mpv as DLNA Media Renderer. | 2290 | 11 | 2021-11-23 |
| 22 | lucidrains/DALLE-pytorch | Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch | 3660 | 11 | 2021-12-02 |
| 23 | 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 | 11 | 2021-12-13 |
| 24 | open-mmlab/mmflow | OpenMMLab optical flow toolbox and benchmark | 364 | 11 | 2021-12-17 |
| 25 | tgbot-collection/YYeTsBot | 🎬 人人影视bot，完全对接人人影视全部无删减资源 | 8418 | 10 | 2021-12-18 |
| 26 | hanxiao/bert-as-service | Mapping a variable-length sentence to a fixed-length vector using BERT model | 9780 | 9 | 2021-07-01 |
| 27 | 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 | 9 | 2021-12-17 |
| 28 | 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 | 9 | 2021-12-12 |
| 29 | DA-southampton/TRM_tutorial | Transformer在CV和NLP领域的变体模型的从零解读：Transformer；VIT；Swin Transformer | 217 | 9 | 2021-12-05 |
| 30 | 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 | 9 | 2021-12-09 |
| 31 | martinet101/ElevenClock | ElevenClock: Have a customizable clock on your Windows 11 displays | 779 | 9 | 2021-12-18 |
| 32 | 0x727/ShuiZe_0x727 | 信息收集自动化工具 | 1361 | 9 | 2021-11-30 |
| 33 | RangiLyu/nanodet | ⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥 | 3639 | 9 | 2021-12-19 |
| 34 | 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 | 9 | 2021-12-19 |
| 35 | 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 | 9 | 2021-06-22 |
| 36 | Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB | 💎1MB lightweight face detection model (1MB轻量级人脸检测模型) | 6182 | 8 | 2021-11-25 |
| 37 | shimohq/chinese-programmer-wrong-pronunciation | 中国程序员容易发音错误的单词 | 14767 | 8 | 2021-12-11 |
| 38 | 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 | 8 | 2021-12-17 |
| 39 | jhao104/proxy_pool | Python爬虫代理IP池(proxy pool) | 13964 | 8 | 2021-12-01 |
| 40 | Mashiro2000/HeyTapTask | 适配青龙面板/云函数/本地运行的欢太商城脚本 | 715 | 8 | 2021-12-03 |
| 41 | PaddlePaddle/PaddleNLP | Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications. | 2444 | 8 | 2021-12-19 |
| 42 | WZMIAOMIAO/deep-learning-for-image-processing | deep learning for image processing including classification and object-detection etc. | 5802 | 8 | 2021-12-18 |
| 43 | 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 | 8 | 2021-12-13 |
| 44 | fxsjy/jieba | 结巴中文分词 | 27568 | 8 | 2021-07-25 |
| 45 | open-mmlab/mmocr | OpenMMLab Text Detection, Recognition and Understanding Toolbox | 1914 | 7 | 2021-12-18 |
| 46 | tensorflow/tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 11866 | 7 | 2021-12-02 |
| 47 | ymcui/Chinese-BERT-wwm | Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型） | 6358 | 7 | 2021-12-17 |
| 48 | 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 | 7 | 2021-12-17 |
| 49 | PaddlePaddle/PaddleHub | Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment) | 7284 | 7 | 2021-12-17 |
| 50 | hustvl/YOLOP | You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250） | 793 | 7 | 2021-12-14 |
| 51 | pyecharts/pyecharts | 🎨 Python Echarts Plotting Library | 11807 | 7 | 2021-12-13 |
| 52 | Zy143L/wskey | wskey | 625 | 6 | 2021-12-03 |
| 53 | Jack-Cherish/quantitative | 量化交易：python3 | 588 | 6 | 2021-10-05 |
| 54 | sqlmapproject/sqlmap | Automatic SQL injection and database takeover tool | 21906 | 6 | 2021-12-13 |
| 55 | wangshub/Douyin-Bot | 😍 Python 抖音机器人，论如何在抖音上找到漂亮小姐姐？ | 7671 | 6 | 2021-09-07 |
| 56 | 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 | 6 | 2021-11-22 |
| 57 | dmlc/dgl | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 8655 | 6 | 2021-12-19 |
| 58 | xingyizhou/CenterNet | Object detection, 3D detection, and pose estimation using center point detection: | 6093 | 6 | 2021-11-11 |
| 59 | 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 | 6 | 2021-12-18 |
| 60 | BR-IDL/PaddleViT | 🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+ | 640 | 6 | 2021-12-17 |
| 61 | enpeizhao/CVprojects | computer vision projects 计算机视觉等好玩的AI项目 | 149 | 6 | 2021-12-13 |
| 62 | 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 | 5 | 2021-11-30 |
| 63 | PaddlePaddle/PaddleX | PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具） | 3399 | 5 | 2021-12-15 |
| 64 | Oshino29/ngaArchive | nga论坛帖子的存档 | 456 | 5 | 2021-10-10 |
| 65 | hzwer/arXiv2020-RIFE | RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation | 2171 | 5 | 2021-12-16 |
| 66 | xiaolai/regular-investing-in-box | 定投改变命运 —— 让时间陪你慢慢变富 https://onregularinvesting.com | 4709 | 5 | 2021-12-18 |
| 67 | bojone/bert4keras | keras implement of transformers for humans | 3981 | 5 | 2021-11-30 |
| 68 | FengQuanLi/ResnetGPT | 用Resnet101+GPT搭建一个玩王者荣耀的AI | 1814 | 5 | 2021-08-08 |
| 69 | TophantTechnology/ARL | ARL(Asset Reconnaissance Lighthouse)资产侦察灯塔系统旨在快速侦察与目标关联的互联网资产，构建基础资产信息库。 协助甲方安全团队或者渗透测试人员有效侦察和检索资产，发现存在的薄弱点和攻击面。 | 2119 | 5 | 2021-11-07 |
| 70 | zhzyker/vulmap | Vulmap 是一款 web 漏洞扫描和验证工具, 可对 webapps 进行漏洞扫描, 并且具备漏洞验证功能 | 1998 | 5 | 2021-11-15 |
| 71 | Morizeyao/GPT2-Chinese | Chinese version of GPT2 training code, using BERT tokenizer. | 4592 | 5 | 2021-12-16 |
| 72 | PaddlePaddle/PaddleClas | A treasure chest for visual recognition powered by PaddlePaddle | 3161 | 5 | 2021-12-17 |
| 73 | rwv/chinese-dos-games | 🎮 Chinese DOS games collections. | 6531 | 5 | 2021-08-12 |
| 74 | microsoft/unilm | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 4081 | 5 | 2021-12-19 |
| 75 | open-mmlab/mmsegmentation | OpenMMLab Semantic Segmentation Toolbox and Benchmark. | 2874 | 5 | 2021-12-19 |
| 76 | stypr/clubhouse-py | Clubhouse API written in Python. Standalone client included. For reference and education purposes only. | 1693 | 5 | 2021-07-28 |
| 77 | OlafenwaMoses/ImageAI | A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities | 6734 | 5 | 2021-12-04 |
| 78 | minivision-ai/photo2cartoon | 人像卡通化探索项目 (photo-to-cartoon translation project) | 2845 | 5 | 2021-12-02 |
| 79 | lyhue1991/eat_pytorch_in_20_days | Pytorch🍊🍉 is delicious, just eat it! 😋😋 | 2780 | 5 | 2021-11-20 |
| 80 | lancopku/pkuseg-python | pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation | 5692 | 5 | 2021-10-19 |
| 81 | luminoleon/epicgames-claimer | 自动领取Epic游戏商城每周免费游戏。 | 490 | 5 | 2021-12-19 |
| 82 | kornia/kornia | Open Source Differentiable Computer Vision Library | 5615 | 5 | 2021-12-17 |
| 83 | PaddlePaddle/ERNIE | Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond. | 4659 | 5 | 2021-12-03 |
| 84 | meolu/walle-web | walle - 瓦力 Devops开源项目代码部署平台 | 11278 | 5 | 2021-12-06 |
| 85 | ClassmateLin/scripts | jd | 585 | 4 | 2021-11-06 |
| 86 | tianqiraf/DouZero_For_HappyDouDiZhu | 基于DouZero定制AI实战欢乐斗地主 | 691 | 4 | 2021-07-22 |
| 87 | codelucas/newspaper | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 11545 | 4 | 2021-12-15 |
| 88 | ghealer/GUI_Tools | 一个由各种图形化渗透工具组成的工具集 | 428 | 4 | 2021-09-22 |
| 89 | 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 | 4 | 2021-10-17 |
| 90 | 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 | 4 | 2021-09-07 |
| 91 | curtinlv/JD-Script | 仅供参考。 | 969 | 4 | 2021-12-05 |
| 92 | open-mmlab/mmtracking | OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework. | 1924 | 4 | 2021-12-19 |
| 93 | brightmart/text_classification | all kinds of text classification models and more with deep learning | 7179 | 4 | 2021-11-02 |
| 94 | Jittor/jittor | Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators. | 2296 | 4 | 2021-12-17 |
| 95 | iswbm/magic-python | Python 黑魔法手册 | 2345 | 4 | 2021-12-12 |
| 96 | ventusff/neurecon | Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more. | 363 | 4 | 2021-09-14 |
| 97 | PaddlePaddle/PaddleSeg | Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks from research to industrial applications. | 3409 | 4 | 2021-12-19 |
| 98 | TheKingOfDuck/fuzzDicts | Web Pentesting Fuzz 字典,一个就够了。 | 4013 | 4 | 2021-12-11 |
| 99 | shmilylty/OneForAll | OneForAll是一款功能强大的子域收集工具 | 4202 | 4 | 2021-11-20 |
| 100 | CollegesChat/university-information | 收集全国各高校招生时不会写明，却会实实在在影响大学生活质量的要求与细节 | 762 | 4 | 2021-08-25 |
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