返回目录 • 问题反馈
# 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](https://github.com/huggingface/transformers)|🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.|55757|49|2021-12-19|
|2|[PeterL1n/RobustVideoMatting](https://github.com/PeterL1n/RobustVideoMatting)|Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!|4945|45|2021-12-10|
|3|[willmcgugan/rich](https://github.com/willmcgugan/rich)|Rich is a Python library for rich text and beautiful formatting in the terminal.|31673|41|2021-12-18|
|4|[PaddlePaddle/PaddleOCR](https://github.com/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](https://github.com/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](https://github.com/google-research/bert)|TensorFlow code and pre-trained models for BERT|29973|26|2021-09-11|
|7|[Mas0nShi/typoraCracker](https://github.com/Mas0nShi/typoraCracker)|A extract & decryption and pack & encryption tools for typora.|475|25|2021-12-12|
|8|[ageitgey/face_recognition](https://github.com/ageitgey/face_recognition)|The world's simplest facial recognition api for Python and the command line|42550|24|2021-12-04|
|9|[JaidedAI/EasyOCR](https://github.com/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](https://github.com/testerSunshine/12306)|12306智能刷票，订票|30339|18|2021-08-25|
|11|[HeisenbergEmpire/studynote](https://github.com/HeisenbergEmpire/studynote)|程式與網絡安全學習筆記|460|18|2021-12-18|
|12|[apachecn/AiLearning](https://github.com/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](https://github.com/open-mmlab/mmhuman3d)|OpenMMLab 3D Human Parametric Model Toolbox and Benchmark|334|17|2021-12-18|
|14|[3b1b/manim](https://github.com/3b1b/manim)|Animation engine for explanatory math videos|39698|16|2021-12-17|
|15|[open-mmlab/mmdetection](https://github.com/open-mmlab/mmdetection)|OpenMMLab Detection Toolbox and Benchmark|17649|15|2021-12-19|
|16|[521xueweihan/GitHub520](https://github.com/521xueweihan/GitHub520)|:kissing_heart: 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](https://github.com/lyhue1991/eat_tensorflow2_in_30_days)|Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋|9166|14|2021-09-20|
|18|[soimort/you-get](https://github.com/soimort/you-get)|:arrow_double_down: Dumb downloader that scrapes the web|42631|13|2021-12-16|
|19|[Kr1s77/awesome-python-login-model](https://github.com/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](https://github.com/XX-net/XX-Net)|A proxy tool to bypass GFW.|30966|12|2021-12-11|
|21|[xfangfang/Macast](https://github.com/xfangfang/Macast)|Macast is a cross-platform application which using mpv as DLNA Media Renderer.|2290|11|2021-11-23|
|22|[lucidrains/DALLE-pytorch](https://github.com/lucidrains/DALLE-pytorch)|Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch|3660|11|2021-12-02|
|23|[pjialin/py12306](https://github.com/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](https://github.com/open-mmlab/mmflow)|OpenMMLab optical flow toolbox and benchmark|364|11|2021-12-17|
|25|[tgbot-collection/YYeTsBot](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/martinet101/ElevenClock)|ElevenClock: Have a customizable clock on your Windows 11 displays|779|9|2021-12-18|
|32|[0x727/ShuiZe_0x727](https://github.com/0x727/ShuiZe_0x727)|信息收集自动化工具|1361|9|2021-11-30|
|33|[RangiLyu/nanodet](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/jhao104/proxy_pool)|Python爬虫代理IP池(proxy pool)|13964|8|2021-12-01|
|40|[Mashiro2000/HeyTapTask](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/Jack-Cherish/python-spider)|:rainbow: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](https://github.com/fxsjy/jieba)|结巴中文分词|27568|8|2021-07-25|
|45|[open-mmlab/mmocr](https://github.com/open-mmlab/mmocr)|OpenMMLab Text Detection, Recognition and Understanding Toolbox|1914|7|2021-12-18|
|46|[tensorflow/tensor2tensor](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/hustvl/YOLOP)|You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250）|793|7|2021-12-14|
|51|[pyecharts/pyecharts](https://github.com/pyecharts/pyecharts)|🎨 Python Echarts Plotting Library|11807|7|2021-12-13|
|52|[Zy143L/wskey](https://github.com/Zy143L/wskey)|wskey|625|6|2021-12-03|
|53|[Jack-Cherish/quantitative](https://github.com/Jack-Cherish/quantitative)|量化交易：python3|588|6|2021-10-05|
|54|[sqlmapproject/sqlmap](https://github.com/sqlmapproject/sqlmap)|Automatic SQL injection and database takeover tool|21906|6|2021-12-13|
|55|[wangshub/Douyin-Bot](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/xingyizhou/CenterNet)|Object detection, 3D detection, and pose estimation using center point detection: |6093|6|2021-11-11|
|59|[jumpserver/jumpserver](https://github.com/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](https://github.com/BR-IDL/PaddleViT)|:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+|640|6|2021-12-17|
|61|[enpeizhao/CVprojects](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/Oshino29/ngaArchive)|nga论坛帖子的存档|456|5|2021-10-10|
|65|[hzwer/arXiv2020-RIFE](https://github.com/hzwer/arXiv2020-RIFE)|RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation|2171|5|2021-12-16|
|66|[xiaolai/regular-investing-in-box](https://github.com/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](https://github.com/bojone/bert4keras)|keras implement of transformers for humans|3981|5|2021-11-30|
|68|[FengQuanLi/ResnetGPT](https://github.com/FengQuanLi/ResnetGPT)|用Resnet101+GPT搭建一个玩王者荣耀的AI|1814|5|2021-08-08|
|69|[TophantTechnology/ARL](https://github.com/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](https://github.com/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](https://github.com/Morizeyao/GPT2-Chinese)|Chinese version of GPT2 training code, using BERT tokenizer.|4592|5|2021-12-16|
|72|[PaddlePaddle/PaddleClas](https://github.com/PaddlePaddle/PaddleClas)|A treasure chest for visual recognition powered by PaddlePaddle|3161|5|2021-12-17|
|73|[rwv/chinese-dos-games](https://github.com/rwv/chinese-dos-games)|🎮 Chinese DOS games collections.|6531|5|2021-08-12|
|74|[microsoft/unilm](https://github.com/microsoft/unilm)|Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities|4081|5|2021-12-19|
|75|[open-mmlab/mmsegmentation](https://github.com/open-mmlab/mmsegmentation)|OpenMMLab Semantic Segmentation Toolbox and Benchmark.|2874|5|2021-12-19|
|76|[stypr/clubhouse-py](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/lyhue1991/eat_pytorch_in_20_days)|Pytorch🍊🍉 is delicious, just eat it! 😋😋|2780|5|2021-11-20|
|80|[lancopku/pkuseg-python](https://github.com/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](https://github.com/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](https://github.com/kornia/kornia)|Open Source Differentiable Computer Vision Library|5615|5|2021-12-17|
|83|[PaddlePaddle/ERNIE](https://github.com/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](https://github.com/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](https://github.com/ClassmateLin/scripts)|jd|585|4|2021-11-06|
|86|[tianqiraf/DouZero_For_HappyDouDiZhu](https://github.com/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](https://github.com/codelucas/newspaper)|News, full-text, and article metadata extraction in Python 3. Advanced docs:|11545|4|2021-12-15|
|88|[ghealer/GUI_Tools](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/curtinlv/JD-Script)|仅供参考。|969|4|2021-12-05|
|92|[open-mmlab/mmtracking](https://github.com/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](https://github.com/brightmart/text_classification)|all kinds of text classification models and more with deep learning|7179|4|2021-11-02|
|94|[Jittor/jittor](https://github.com/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](https://github.com/iswbm/magic-python)|Python 黑魔法手册|2345|4|2021-12-12|
|96|[ventusff/neurecon](https://github.com/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](https://github.com/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](https://github.com/TheKingOfDuck/fuzzDicts)|Web Pentesting Fuzz 字典,一个就够了。|4013|4|2021-12-11|
|99|[shmilylty/OneForAll](https://github.com/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](https://github.com/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|