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# 中文增速榜 > 软件类 > Jupyter Notebook
数据更新: 2021-12-22 / 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|[jantic/DeOldify](https://github.com/jantic/DeOldify)|A Deep Learning based project for colorizing and restoring old images (and video!)|14483|13|2021-12-13|
|2|[selfteaching/the-craft-of-selfteaching](https://github.com/selfteaching/the-craft-of-selfteaching)|One has no future if one couldn't teach themself.|13010|13|2021-11-27|
|3|[leandromoreira/digital_video_introduction](https://github.com/leandromoreira/digital_video_introduction)|A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).|12189|7|2021-11-24|
|4|[roboticcam/machine-learning-notes](https://github.com/roboticcam/machine-learning-notes)|My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接|5394|4|2021-12-11|
|5|[ieee8023/covid-chestxray-dataset](https://github.com/ieee8023/covid-chestxray-dataset)|We are building an open database of COVID-19 cases with chest X-ray or CT images.|2758|4|2021-10-14|
|6|[NVIDIA/NeMo](https://github.com/NVIDIA/NeMo)|NeMo: a toolkit for conversational AI|3691|4|2021-12-21|
|7|[ljpzzz/machinelearning](https://github.com/ljpzzz/machinelearning)|My blogs and code for machine learning. http://cnblogs.com/pinard|5995|3|2021-10-01|
|8|[yangxy/GPEN](https://github.com/yangxy/GPEN)|-|764|3|2021-12-21|
|9|[cleverhans-lab/cleverhans](https://github.com/cleverhans-lab/cleverhans)|An adversarial example library for constructing attacks, building defenses, and benchmarking both|5366|3|2021-11-28|
|10|[wangshub/RL-Stock](https://github.com/wangshub/RL-Stock)|📈 如何用深度强化学习自动炒股|2092|3|2021-09-08|
|11|[Alfred1984/interesting-python](https://github.com/Alfred1984/interesting-python)|有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)|3931|3|2021-07-06|
|12|[yoyoyo-yo/Gasyori100knock](https://github.com/yoyoyo-yo/Gasyori100knock)|image processing codes to understand algorithm|1988|2|2021-11-21|
|13|[chenghuige/pikachu2](https://github.com/chenghuige/pikachu2)|微信大数据2021 1st，qq浏览器2021 3rd，mind新闻推荐2020 1st，NAIC2020 AI+遥感影像 2nd|95|2|2021-11-17|
|14|[yijixiuxin/chanlun](https://github.com/yijixiuxin/chanlun)|基于缠中说禅所理解的市场行情的分析工具|19|2|2021-12-18|
|15|[4paradigm/AutoX](https://github.com/4paradigm/AutoX)|AutoX is an efficient automl tool, which is mainly aimed at data mining competitions with tabular data.|329|2|2021-12-20|
|16|[marcotcr/checklist](https://github.com/marcotcr/checklist)|Beyond Accuracy: Behavioral Testing of NLP models with CheckList|1545|2|2021-11-23|
|17|[snakers4/silero-models](https://github.com/snakers4/silero-models)|Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple|1162|2|2021-12-21|
|18|[NELSONZHAO/zhihu](https://github.com/NELSONZHAO/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 a ...|3307|2|2021-06-14|
|19|[juntang-zhuang/Adabelief-Optimizer](https://github.com/juntang-zhuang/Adabelief-Optimizer)|Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"|959|2|2021-06-11|
|20|[chokkan/mlnote](https://github.com/chokkan/mlnote)|機械学習帳|150|2|2021-12-17|
|21|[amaiya/ktrain](https://github.com/amaiya/ktrain)|ktrain is a Python library that makes deep learning and AI more accessible and easier to apply|929|1|2021-12-16|
|22|[TheEconomist/big-mac-data](https://github.com/TheEconomist/big-mac-data)|Data and methodology for the Big Mac index|1209|1|2021-07-26|
|23|[fastai/course20](https://github.com/fastai/course20)|Deep Learning for Coders, 2020, the website|693|1|2021-12-16|
|24|[LYuhang/GNN_Review](https://github.com/LYuhang/GNN_Review)|GNN综述阅读报告|552|1|2021-08-17|
|25|[gengyanlei/fire-smoke-detect-yolov4](https://github.com/gengyanlei/fire-smoke-detect-yolov4)|fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测|595|1|2021-10-29|
|26|[jackhuntcn/2021ccf_iqiyi_nlp](https://github.com/jackhuntcn/2021ccf_iqiyi_nlp)|-|15|1|2021-12-03|
|27|[datawhalechina/thorough-pytorch](https://github.com/datawhalechina/thorough-pytorch)|-|114|1|2021-11-15|
|28|[FinMind/FinMind](https://github.com/FinMind/FinMind)|Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/|1625|1|2021-12-13|
|29|[lxztju/pytorch_classification](https://github.com/lxztju/pytorch_classification)|利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码|745|1|2021-11-26|
|30|[Syencil/mobile-yolov5-pruning-distillation](https://github.com/Syencil/mobile-yolov5-pruning-distillation)|mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！|461|1|2021-07-10|
|31|[exacity/simplified-deeplearning](https://github.com/exacity/simplified-deeplearning)|Simplified implementations of deep learning related works|2389|1|2021-10-06|
|32|[dglai/maxp_baseline_model](https://github.com/dglai/maxp_baseline_model)|-|67|1|2021-11-05|
|33|[wowchemy/starter-hugo-academic](https://github.com/wowchemy/starter-hugo-academic)|🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.|1729|1|2021-12-19|
|34|[davidfrz/yolov5_distance_count](https://github.com/davidfrz/yolov5_distance_count)|使用yolov5，双目摄像头进行测距|98|1|2021-07-16|
|35|[shaoanlu/fewshot-face-translation-GAN](https://github.com/shaoanlu/fewshot-face-translation-GAN)|Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.|745|1|2021-07-02|
|36|[ni1o1/transbigdata](https://github.com/ni1o1/transbigdata)|A Python package developed for transportation spatio-temporal big data processing, analysis and visualization.|41|1|2021-12-18|
|37|[luo3300612/Visualizer](https://github.com/luo3300612/Visualizer)|assistant tools for attention visualization in deep learning|186|1|2021-08-11|
|38|[Tiiiger/bert_score](https://github.com/Tiiiger/bert_score)|BERT score for text generation|778|1|2021-12-10|
|39|[zhongqiangwu960812/AI-RecommenderSystem](https://github.com/zhongqiangwu960812/AI-RecommenderSystem)|该仓库尝试整理推荐系统领域的一些经典算法模型|314|1|2021-10-09|
|40|[eastmountyxz/ImageProcessing-Python](https://github.com/eastmountyxz/ImageProcessing-Python)|该资源为作者在CSDN的撰写Python图像处理文章的支撑，主要是Python实现图像处理、图像识别、图像分类等算法代码实现，希望该资源对您有所帮助，一起加油。|809|1|2021-11-08|
|41|[d2l-ai/d2l-zh-pytorch-slides](https://github.com/d2l-ai/d2l-zh-pytorch-slides)|Pytorch版代码幻灯片|252|1|2021-12-20|
|42|[mindslab-ai/wavegrad2](https://github.com/mindslab-ai/wavegrad2)|Unofficial Pytorch Implementation of WaveGrad2|83|1|2021-08-18|
|43|[44670/SourceHanSans-Pixel](https://github.com/44670/SourceHanSans-Pixel)|基于思源黑体的开源像素字体|170|1|2021-08-20|
|44|[LinXueyuanStdio/LaTeX_OCR_PRO](https://github.com/LinXueyuanStdio/LaTeX_OCR_PRO)|:art: 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）|515|1|2021-11-24|
|45|[tugstugi/dl-colab-notebooks](https://github.com/tugstugi/dl-colab-notebooks)|Try out deep learning models online on Google Colab|1261|1|2021-11-16|
|46|[kevinfu1717/SuperInterstellarTerminal](https://github.com/kevinfu1717/SuperInterstellarTerminal)|【X世纪星际终端】A Wechat Social and AR Game: 基于微信聊天，结合增强现实技术AR+LBS（基于图像位置）的轻社交星际漂流瓶游戏。向外太空发送漂流信息，看看AI预测的外星人是长什么样的，寻找身边的外星人,逗逗外星生物，看看外星植物及外星建筑。Send the message to the outer space, find the aliens in the earth ...|91|1|2021-12-10|
|47|[PaddlePaddle/Quantum](https://github.com/PaddlePaddle/Quantum)|-|331|1|2021-12-15|
|48|[wbbhcb/stock_market](https://github.com/wbbhcb/stock_market)|-|397|1|2021-11-01|
|49|[yutiansut/QAStrategy](https://github.com/yutiansut/QAStrategy)|策略基类/ 支持QIFI协议|200|0|2021-09-01|
|50|[Dustyposa/goSpider](https://github.com/Dustyposa/goSpider)|some small project and some articles|55|0|2021-12-03|
|51|[oegedijk/dash_oop_components](https://github.com/oegedijk/dash_oop_components)|OOP components for plotly dash that make dashboard components composable, reusable and configurable|24|0|2021-09-28|
|52|[Emergent-Epidemics/covid19_npi_china](https://github.com/Emergent-Epidemics/covid19_npi_china)|Code for: The effect of human mobility and control measures on the COVID-19 epidemic in China|12|0|2021-09-09|
|53|[xiaonan8826/jeffindex](https://github.com/xiaonan8826/jeffindex)|-|10|0|2021-09-08|
|54|[ryan4yin/knowledge](https://github.com/ryan4yin/knowledge)|Everything I know: DevOps & CloudNative, Music, etc...|25|0|2021-12-21|
|55|[aipredict/ai-deployment](https://github.com/aipredict/ai-deployment)|关注AI模型上线、模型部署|132|0|2021-07-15|
|56|[xuhao1/FOXTracker](https://github.com/xuhao1/FOXTracker)|Facial Head Pose Tracker for Gaming|190|0|2021-06-27|
|57|[archersama/3rd-solution-COVID19-Fake-News-Detection-in-English](https://github.com/archersama/3rd-solution-COVID19-Fake-News-Detection-in-English)|这个仓库是AAAI2021共享任务COVID19-Fake-News-Detection-in-English(虚假新闻分类)的第三名的解决方案|10|0|2021-12-04|
|58|[isee15/Card-Ocr](https://github.com/isee15/Card-Ocr)|身份证识别OCR|373|0|2021-09-22|
|59|[xieyan0811/pdfconv](https://github.com/xieyan0811/pdfconv)|中文PDF转TXT的实用工具|17|0|2021-10-13|
|60|[sarahwie/attention](https://github.com/sarahwie/attention)|-|50|0|2021-06-06|
|61|[BT5153-Group-Seventeen/Weibo-Sentiment-Analysis-During-COVID-19](https://github.com/BT5153-Group-Seventeen/Weibo-Sentiment-Analysis-During-COVID-19)|In order to analyze the sentiment orientation on Chinese social platform, our group scraped raw reposts during the period when domestic COVID is most series(1.20-3.09) from Weibo and built different m ...|10|0|2021-10-06|
|62|[dbkk/docx-researchmap](https://github.com/dbkk/docx-researchmap)|-|21|0|2021-06-24|
|63|[zhangzhiqiangccm/NLP-project](https://github.com/zhangzhiqiangccm/NLP-project)|自然语言处理中的基础任务，包含但不限于文本表示，文本分类，命名实体识别，关系抽取，文本生成，文本摘要等，基于tensorflow2或Pytorch，所有代码均经过测试，项目中也包含相关数据。|79|0|2021-11-02|
|64|[JoeShi/rasa-chinese-workshop](https://github.com/JoeShi/rasa-chinese-workshop)|利用 RASA 构建智能对话机器人|16|0|2021-08-24|
|65|[jajupmochi/graphkit-learn](https://github.com/jajupmochi/graphkit-learn)|A python package for graph kernels, graph edit distances, and graph pre-image problem.|72|0|2021-12-02|
|66|[LobbyBoy-Dray/PyShare](https://github.com/LobbyBoy-Dray/PyShare)|北京大学金融科技协会Python系列讲座，Lecture notes & Extended reading|15|0|2021-08-06|
|67|[BSlience/rasa-conversational-ai](https://github.com/BSlience/rasa-conversational-ai)|Conversational AI based on Rasa|28|0|2021-10-29|
|68|[qwfy/doc-browser](https://github.com/qwfy/doc-browser)|A documentation browser with support for DevDocs, Dash and Hoogle, written in Haskell and QML|103|0|2021-10-09|
|69|[ybdesire/machinelearning](https://github.com/ybdesire/machinelearning)|My machine learning code written by python.|29|0|2021-11-19|
|70|[makelove/Programer_Log](https://github.com/makelove/Programer_Log)|最新动态在这里【我的程序员日志】|139|0|2021-09-03|
|71|[ZhiqingXiao/OpenAIGymSolution](https://github.com/ZhiqingXiao/OpenAIGymSolution)|Solutions to OpenAI Gym|10|0|2021-08-22|
|72|[CUHKSZ-TQL/WeiboSpider_SentimentAnalysis](https://github.com/CUHKSZ-TQL/WeiboSpider_SentimentAnalysis)|借助Python抓取微博数据，并对抓取的数据进行情绪分析|231|0|2021-12-13|
|73|[moliqingwa/carbon_challenge](https://github.com/moliqingwa/carbon_challenge)|捕碳大作战|16|0|2021-12-18|
|74|[covid-19-net/covid-19-community](https://github.com/covid-19-net/covid-19-community)| Community effort to build a Neo4j Knowledge Graph (KG) that links heterogeneous data about COVID-19 |93|0|2021-06-09|
|75|[aws-samples/aws-utility-meter-data-analytics-platform-cn](https://github.com/aws-samples/aws-utility-meter-data-analytics-platform-cn)|-|67|0|2021-07-20|
|76|[wangzheng422/docker_env](https://github.com/wangzheng422/docker_env)|Personal working log and md documents. Currently forcus on openshift4.|74|0|2021-12-21|
|77|[1165048017/BlogLearning](https://github.com/1165048017/BlogLearning)|自己的学习历程，重点包括各种好玩的图像处理算法、运动捕捉、机器学习|82|0|2021-10-26|
|78|[Kahhann92/FaceMask-recognition](https://github.com/Kahhann92/FaceMask-recognition)|此一project是由清华大学医学院的姚非凡与郑家瀚共同开发完成，这里运用了三个目标检测模型，来找到图像里的人脸，以及他们是否有带口罩，是个目标检测+2分类问题。 这一readme.md文件是为了帮助使用者如何正确使用我们的code。我们使用FasterRCNN可达到0.7的mAP[.5:.95]。|13|0|2021-10-27|
|79|[monatis/german-tts](https://github.com/monatis/german-tts)|German Tacotron 2 and Multi-band MelGAN in TensorFlow with TF Lite inference support|15|0|2021-06-07|
|80|[zsc/kid-programming](https://github.com/zsc/kid-programming)|Programming exercises for kids (no prior programming experience required)|13|0|2021-11-05|
|81|[serengil/tensorflow-101](https://github.com/serengil/tensorflow-101)|TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow|755|0|2021-12-01|
|82|[yangyahu-1994/Python-Crash-Course](https://github.com/yangyahu-1994/Python-Crash-Course)|A Hands-On, Project-Based Introduction to Programming|11|0|2021-10-05|
|83|[IKMLab/course_material](https://github.com/IKMLab/course_material)|上課教材的大集合！！！|12|0|2021-09-08|
|84|[Hongyu-Yue/yoloV5_modify_smalltarget](https://github.com/Hongyu-Yue/yoloV5_modify_smalltarget)|YOLOV5 小目标检测修改版|24|0|2021-08-21|
|85|[voidful/Phraseg](https://github.com/voidful/Phraseg)|Phraseg - 一言：新詞發現工具包|24|0|2021-11-30|
|86|[markwk/ts4health](https://github.com/markwk/ts4health)|Time Series Data Analysis, Visualization and Forecasting with Python for Health and Self|15|0|2021-08-04|
|87|[areejokaili/topic_labelling](https://github.com/areejokaili/topic_labelling)|-|15|0|2021-08-25|
|88|[cviaai/VEINCV-RL](https://github.com/cviaai/VEINCV-RL)|Near-Infrared-to-Visible Vein Imaging via Convolutional Neural Networks and Reinforcement Learning|16|0|2021-09-09|
|89|[danni2019/time_series_analysis](https://github.com/danni2019/time_series_analysis)|Just another backtester|17|0|2021-06-07|
|90|[vespa-engine/sample-apps](https://github.com/vespa-engine/sample-apps)|Repository of sample applications|153|0|2021-12-21|
|91|[yenlung/Deep-Learning-MOOC](https://github.com/yenlung/Deep-Learning-MOOC)|這是我在政治大學開設 Deep Learning MOOC 教學的相關檔案。|134|0|2021-07-09|
|92|[duoergun0729/adversarial_examples](https://github.com/duoergun0729/adversarial_examples)|对抗样本|156|0|2021-12-13|
|93|[chokkan/python](https://github.com/chokkan/python)|Python早見帳|17|0|2021-11-28|
|94|[zhouwei713/data_analysis](https://github.com/zhouwei713/data_analysis)|一些爬虫和数据分析相关实战练习|302|0|2021-08-29|
|95|[hooshvare/pn-summary](https://github.com/hooshvare/pn-summary)|A well-structured summarization dataset for the Persian language!|23|0|2021-06-08|
|96|[lyj555/SelfLearning](https://github.com/lyj555/SelfLearning)|该项目主要是自学过程中对于一些知识点的整理，项目整体分为四部分，分别是算法、工程、工具和数学知识。算法部分主要是常用的机器学习（LR、SVM、树模型、XGBoost、LightGBM和CatBoost等）和深度学习算法（NLP和CV以及一些基础知识），工程部分主要是spark和hive|13|0|2021-12-06|
|97|[andy6804tw/2020-12th-ironman](https://github.com/andy6804tw/2020-12th-ironman)|[全民瘋AI系列] 第12屆iT邦幫忙鐵人賽 影片教學組 |85|0|2021-09-27|
|98|[deepdialog/CPM-LM-TF2](https://github.com/deepdialog/CPM-LM-TF2)|-|197|0|2021-10-14|
|99|[Tu5039/THSTrader](https://github.com/Tu5039/THSTrader)|支持更新一版的同花顺，改了一些因为UI变化而出现问题的地方|19|0|2021-09-08|
|100|[CIDO-ontology/cido](https://github.com/CIDO-ontology/cido)|CIDO: Coronavirus Infectious Disease Ontology|14|0|2021-09-08|