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<a href="https://github.com/GrowingGit/GitHub-Chinese-Top-Charts#github中文排行榜">返回目录</a> • <a href="/content/docs/feedback.md">问题反馈</a>
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# 中文总榜 > 软件类 > Python
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<sub>数据更新: 2022-01-02 / 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</sub>
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|#|Repository|Description|Stars|Updated|
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|1|[huggingface/transformers](https://github.com/huggingface/transformers)|🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.|56289|2022-01-01|
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|2|[ageitgey/face_recognition](https://github.com/ageitgey/face_recognition)|The world's simplest facial recognition api for Python and the command line|42686|2021-12-04|
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|3|[3b1b/manim](https://github.com/3b1b/manim)|Animation engine for explanatory math videos|39980|2021-12-31|
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|4|[willmcgugan/rich](https://github.com/willmcgugan/rich)|Rich is a Python library for rich text and beautiful formatting in the terminal.|31935|2022-01-01|
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|5|[testerSunshine/12306](https://github.com/testerSunshine/12306)|12306智能刷票，订票|30358|2021-08-25|
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|6|[fxsjy/jieba](https://github.com/fxsjy/jieba)|结巴中文分词|27648|2021-07-25|
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|7|[hankcs/HanLP](https://github.com/hankcs/HanLP)|Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification|24739|2021-12-29|
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|8|[sqlmapproject/sqlmap](https://github.com/sqlmapproject/sqlmap)|Automatic SQL injection and database takeover tool|22050|2021-12-31|
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|9|[celery/celery](https://github.com/celery/celery)|Distributed Task Queue (development branch)|18437|2021-12-29|
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|10|[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 ...|18403|2022-01-01|
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|11|[open-mmlab/mmdetection](https://github.com/open-mmlab/mmdetection)|OpenMMLab Detection Toolbox and Benchmark|17800|2022-01-01|
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|12|[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。|17648|2021-12-31|
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|13|[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）|17365|2022-01-01|
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|14|[vnpy/vnpy](https://github.com/vnpy/vnpy)|基于Python的开源量化交易平台开发框架|17219|2021-12-31|
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|15|[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|14276|2021-12-13|
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|16|[jhao104/proxy_pool](https://github.com/jhao104/proxy_pool)|Python爬虫代理IP池(proxy pool)|14045|2021-12-31|
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|17|[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🌟|13977|2021-07-24|
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|18|[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.|13478|2021-12-21|
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|19|[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.|11897|2021-12-02|
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|20|[pyecharts/pyecharts](https://github.com/pyecharts/pyecharts)|🎨 Python Echarts Plotting Library|11856|2021-12-13|
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|21|[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 |11571|2021-12-13|
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|22|[codelucas/newspaper](https://github.com/codelucas/newspaper)|News, full-text, and article metadata extraction in Python 3. Advanced docs:|11562|2021-12-31|
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|23|[meolu/walle-web](https://github.com/meolu/walle-web)|walle - 瓦力 Devops开源项目代码部署平台|11295|2021-12-06|
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|24|[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.|10757|2021-12-31|
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|25|[hanxiao/bert-as-service](https://github.com/hanxiao/bert-as-service)|Mapping a variable-length sentence to a fixed-length vector using BERT model|9794|2021-07-01|
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|26|[lyhue1991/eat_tensorflow2_in_30_days](https://github.com/lyhue1991/eat_tensorflow2_in_30_days)|Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋|9183|2021-09-20|
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|27|[darknessomi/musicbox](https://github.com/darknessomi/musicbox)|网易云音乐命令行版本|9153|2021-11-05|
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|28|[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）|9018|2022-01-01|
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|29|[dmlc/dgl](https://github.com/dmlc/dgl)|Python package built to ease deep learning on graph, on top of existing DL frameworks.|8733|2021-12-31|
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|30|[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）|8719|2021-06-22|
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|31|[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）|8626|2021-09-07|
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|32|[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|8490|2021-12-26|
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|33|[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？ |7684|2021-09-07|
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|34|[prompt-toolkit/python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit)|Library for building powerful interactive command line applications in Python|7466|2021-12-12|
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|35|[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)|7331|2021-12-30|
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|36|[brightmart/text_classification](https://github.com/brightmart/text_classification)|all kinds of text classification models and more with deep learning|7192|2021-11-02|
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|37|[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） |6915|2021-10-17|
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|38|[tensorlayer/TensorLayer](https://github.com/tensorlayer/TensorLayer)|Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥|6805|2021-12-03|
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|39|[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|6761|2021-12-04|
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|40|[rwv/chinese-dos-games](https://github.com/rwv/chinese-dos-games)|🎮 Chinese DOS games collections.|6551|2021-12-30|
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|41|[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）|6401|2021-12-17|
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|42|[PaddlePaddle/models](https://github.com/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）|6333|2021-12-31|
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|43|[shidenggui/easytrader](https://github.com/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|6221|2021-12-13|
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|44|[laramies/theHarvester](https://github.com/laramies/theHarvester)|E-mails, subdomains and names Harvester - OSINT |6220|2021-12-31|
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|45|[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)|6194|2021-11-25|
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|46|[QUANTAXIS/QUANTAXIS](https://github.com/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|6185|2021-12-30|
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|47|[houtianze/bypy](https://github.com/houtianze/bypy)|Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端|6177|2021-12-26|
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|48|[ufoym/deepo](https://github.com/ufoym/deepo)|Setup and customize deep learning environment in seconds.|6149|2021-12-28|
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|49|[xingyizhou/CenterNet](https://github.com/xingyizhou/CenterNet)|Object detection, 3D detection, and pose estimation using center point detection: |6116|2021-11-11|
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|50|[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.|6048|2022-01-01|
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|51|[asweigart/pyautogui](https://github.com/asweigart/pyautogui)|A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.|6044|2021-12-30|
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|52|[Uberi/speech_recognition](https://github.com/Uberi/speech_recognition)|Speech recognition module for Python, supporting several engines and APIs, online and offline.|6010|2021-12-14|
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|53|[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.|5992|2022-01-01|
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|54|[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|5705|2021-10-19|
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|55|[ocrmypdf/OCRmyPDF](https://github.com/ocrmypdf/OCRmyPDF)|OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched|5699|2021-12-29|
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|56|[Jack-Cherish/Machine-Learning](https://github.com/Jack-Cherish/Machine-Learning)|:zap: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|5672|2021-07-07|
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|57|[kornia/kornia](https://github.com/kornia/kornia)|Open Source Differentiable Computer Vision Library|5659|2021-12-29|
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|58|[Dman95/SASM](https://github.com/Dman95/SASM)|SASM - simple crossplatform IDE for NASM, MASM, GAS and FASM assembly languages|5557|2021-12-22|
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|59|[Jrohy/multi-v2ray](https://github.com/Jrohy/multi-v2ray)|v2ray/xray多用户管理部署程序|5393|2021-11-23|
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|60|[ctf-wiki/ctf-wiki](https://github.com/ctf-wiki/ctf-wiki)|Come and join us, we need you!|5338|2021-11-29|
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|61|[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, GPEN, and so on.|5208|2021-12-31|
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|62|[wb14123/seq2seq-couplet](https://github.com/wb14123/seq2seq-couplet)|Play couplet with seq2seq model. 用深度学习对对联。|5157|2021-10-15|
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|63|[PeterL1n/RobustVideoMatting](https://github.com/PeterL1n/RobustVideoMatting)|Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!|5009|2021-12-10|
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|64|[SpiderClub/haipproxy](https://github.com/SpiderClub/haipproxy)|:sparkling_heart: High available distributed ip proxy pool, powerd by Scrapy and Redis|5008|2021-10-06|
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|65|[nl8590687/ASRT_SpeechRecognition](https://github.com/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|4979|2021-12-29|
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|66|[dataabc/weiboSpider](https://github.com/dataabc/weiboSpider)|新浪微博爬虫，用python爬取新浪微博数据|4913|2021-12-14|
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|67|[pythonstock/stock](https://github.com/pythonstock/stock)|stock，股票系统。使用python进行开发。|4891|2021-11-14|
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|68|[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|4779|2021-12-26|
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|69|[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|4724|2022-01-01|
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|70|[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.|4678|2021-12-27|
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|71|[Morizeyao/GPT2-Chinese](https://github.com/Morizeyao/GPT2-Chinese)|Chinese version of GPT2 training code, using BERT tokenizer.|4627|2021-12-16|
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|72|[sshwsfc/xadmin](https://github.com/sshwsfc/xadmin)|Drop-in replacement of Django admin comes with lots of goodies, fully extensible with plugin support, pretty UI based on Twitter Bootstrap.|4625|2021-08-26|
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|73|[chineseocr/chineseocr](https://github.com/chineseocr/chineseocr)|yolo3+ocr|4582|2021-11-02|
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|74|[QingdaoU/OnlineJudge](https://github.com/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|4476|2021-12-17|
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|75|[ricequant/rqalpha](https://github.com/ricequant/rqalpha)|A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities|4428|2021-12-31|
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|76|[akfamily/akshare](https://github.com/akfamily/akshare)|AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库|4399|2022-01-01|
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|77|[prompt-toolkit/ptpython](https://github.com/prompt-toolkit/ptpython)|A better Python REPL|4383|2021-10-22|
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|78|[tychxn/jd-assistant](https://github.com/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|4350|2021-09-06|
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|79|[microsoft/unilm](https://github.com/microsoft/unilm)|Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities|4270|2021-12-24|
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|80|[wepe/MachineLearning](https://github.com/wepe/MachineLearning)|Basic Machine Learning and Deep Learning|4265|2021-10-04|
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|81|[shmilylty/OneForAll](https://github.com/shmilylty/OneForAll)|OneForAll是一款功能强大的子域收集工具|4231|2021-12-30|
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|82|[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|4219|2021-12-12|
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|83|[thu-ml/tianshou](https://github.com/thu-ml/tianshou)|An elegant PyTorch deep reinforcement learning library.|4156|2021-12-29|
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|84|[TheKingOfDuck/fuzzDicts](https://github.com/TheKingOfDuck/fuzzDicts)|Web Pentesting Fuzz 字典,一个就够了。|4057|2021-12-11|
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|85|[chatopera/Synonyms](https://github.com/chatopera/Synonyms)|:herb: 中文近义词：聊天机器人，智能问答工具包|4043|2021-09-14|
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|86|[yuanxiaosc/DeepNude-an-Image-to-Image-technology](https://github.com/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 ...|4040|2021-10-02|
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|87|[felixonmars/dnsmasq-china-list](https://github.com/felixonmars/dnsmasq-china-list)|Chinese-specific configuration to improve your favorite DNS server. Best partner for chnroutes.|4029|2022-01-01|
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|88|[bojone/bert4keras](https://github.com/bojone/bert4keras)|keras implement of transformers for humans|4021|2021-12-25|
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|89|[xinntao/ESRGAN](https://github.com/xinntao/ESRGAN)|ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.|3895|2021-08-25|
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|90|[RangiLyu/nanodet](https://github.com/RangiLyu/nanodet)|NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥|3864|2021-12-27|
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|91|[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。|3827|2021-12-30|
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|92|[rootphantomer/Blasting_dictionary](https://github.com/rootphantomer/Blasting_dictionary)|爆破字典|3713|2021-07-19|
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|93|[lucidrains/DALLE-pytorch](https://github.com/lucidrains/DALLE-pytorch)|Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch|3705|2021-12-25|
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|94|[listen1/listen1](https://github.com/listen1/listen1)|one for all free music in china (origin edition)|3691|2021-08-02|
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|95|[HIT-SCIR/ltp](https://github.com/HIT-SCIR/ltp)|Language Technology Platform|3667|2021-10-22|
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|96|[mozillazg/python-pinyin](https://github.com/mozillazg/python-pinyin)|汉字转拼音(pypinyin)|3630|2021-11-14|
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|97|[yoshiko2/Movie_Data_Capture](https://github.com/yoshiko2/Movie_Data_Capture)|本地电影刮削与整理一体化解决方案|3560|2021-12-28|
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|98|[YunYang1994/tensorflow-yolov3](https://github.com/YunYang1994/tensorflow-yolov3)|🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"|3506|2021-11-10|
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|99|[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.|3496|2021-12-31|
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|100|[hummingbot/hummingbot](https://github.com/hummingbot/hummingbot)|Hummingbot is open source software that helps you build trading bots that run on any exchange or blockchain|3473|2022-01-01|
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<p><sub>↓ -- 感谢读者 -- ↓</sub></p>
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榜单持续<a href="/content/docs/milestone.md">更新</a>，如有帮助请加星收藏，方便后续浏览，感谢你的支持！
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<br/>
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<div align="center"><a href="https://github.com/GrowingGit/GitHub-Chinese-Top-Charts#github中文排行榜">返回目录</a> • <a href="/content/docs/feedback.md">问题反馈</a></div>
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