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中文增速榜 > 软件类 > Jupyter Notebook
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 | A Deep Learning based project for colorizing and restoring old images (and video!) | 14469 | 13 | 2021-12-13 |
| 2 | selfteaching/the-craft-of-selfteaching | One has no future if one couldn't teach themself. | 13007 | 13 | 2021-11-27 |
| 3 | leandromoreira/digital_video_introduction | A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). | 12186 | 7 | 2021-11-24 |
| 4 | 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 | 5392 | 4 | 2021-12-11 |
| 5 | ieee8023/covid-chestxray-dataset | We are building an open database of COVID-19 cases with chest X-ray or CT images. | 2759 | 4 | 2021-10-14 |
| 6 | NVIDIA/NeMo | NeMo: a toolkit for conversational AI | 3685 | 4 | 2021-12-19 |
| 7 | ljpzzz/machinelearning | My blogs and code for machine learning. http://cnblogs.com/pinard | 5984 | 3 | 2021-10-01 |
| 8 | yangxy/GPEN | - | 747 | 3 | 2021-12-16 |
| 9 | cleverhans-lab/cleverhans | An adversarial example library for constructing attacks, building defenses, and benchmarking both | 5359 | 3 | 2021-11-28 |
| 10 | wangshub/RL-Stock | 📈 如何用深度强化学习自动炒股 | 2090 | 3 | 2021-09-08 |
| 11 | 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) | 3927 | 3 | 2021-07-06 |
| 12 | yoyoyo-yo/Gasyori100knock | image processing codes to understand algorithm | 1988 | 2 | 2021-11-21 |
| 13 | 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 | 94 | 2 | 2021-11-17 |
| 14 | 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 | AutoX is an efficient automl tool, which is mainly aimed at data mining competitions with tabular data. | 321 | 2 | 2021-12-16 |
| 16 | marcotcr/checklist | Beyond Accuracy: Behavioral Testing of NLP models with CheckList | 1543 | 2 | 2021-11-23 |
| 17 | snakers4/silero-models | Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple | 1157 | 2 | 2021-12-09 |
| 18 | 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 | Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients" | 958 | 2 | 2021-06-11 |
| 20 | chokkan/mlnote | 機械学習帳 | 146 | 2 | 2021-12-17 |
| 21 | amaiya/ktrain | ktrain is a Python library that makes deep learning and AI more accessible and easier to apply | 928 | 1 | 2021-12-16 |
| 22 | TheEconomist/big-mac-data | Data and methodology for the Big Mac index | 1209 | 1 | 2021-07-26 |
| 23 | fastai/course20 | Deep Learning for Coders, 2020, the website | 691 | 1 | 2021-12-16 |
| 24 | LYuhang/GNN_Review | GNN综述阅读报告 | 550 | 1 | 2021-08-17 |
| 25 | gengyanlei/fire-smoke-detect-yolov4 | fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测 | 591 | 1 | 2021-10-29 |
| 26 | jackhuntcn/2021ccf_iqiyi_nlp | - | 15 | 1 | 2021-12-03 |
| 27 | datawhalechina/thorough-pytorch | - | 112 | 1 | 2021-11-15 |
| 28 | 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/ | 1624 | 1 | 2021-12-13 |
| 29 | 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 | 742 | 1 | 2021-11-26 |
| 30 | Syencil/mobile-yolov5-pruning-distillation | mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！ | 456 | 1 | 2021-07-10 |
| 31 | exacity/simplified-deeplearning | Simplified implementations of deep learning related works | 2389 | 1 | 2021-10-06 |
| 32 | dglai/maxp_baseline_model | - | 67 | 1 | 2021-11-05 |
| 33 | 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. | 1724 | 1 | 2021-12-19 |
| 34 | 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 | Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping. | 745 | 1 | 2021-07-02 |
| 36 | ni1o1/transbigdata | A Python package developed for transportation spatio-temporal big data processing, analysis and visualization. | 41 | 1 | 2021-12-18 |
| 37 | luo3300612/Visualizer | assistant tools for attention visualization in deep learning | 186 | 1 | 2021-08-11 |
| 38 | Tiiiger/bert_score | BERT score for text generation | 776 | 1 | 2021-12-10 |
| 39 | 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 | 313 | 1 | 2021-10-09 |
| 40 | 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。 | 807 | 1 | 2021-11-08 |
| 41 | d2l-ai/d2l-zh-pytorch-slides | Pytorch版代码幻灯片 | 251 | 1 | 2021-12-19 |
| 42 | mindslab-ai/wavegrad2 | Unofficial Pytorch Implementation of WaveGrad2 | 83 | 1 | 2021-08-18 |
| 43 | ga642381/ML2021-Spring | Official 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring | 412 | 1 | 2021-06-18 |
| 44 | 44670/SourceHanSans-Pixel | 基于思源黑体的开源像素字体 | 170 | 1 | 2021-08-20 |
| 45 | LinXueyuanStdio/LaTeX_OCR_PRO | 🎨 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 |
| 46 | tugstugi/dl-colab-notebooks | Try out deep learning models online on Google Colab | 1256 | 1 | 2021-11-16 |
| 47 | 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 |
| 48 | PaddlePaddle/Quantum | - | 331 | 1 | 2021-12-15 |
| 49 | wbbhcb/stock_market | - | 395 | 1 | 2021-11-01 |
| 50 | yutiansut/QAStrategy | 策略基类/ 支持QIFI协议 | 200 | 0 | 2021-09-01 |
| 51 | Dustyposa/goSpider | some small project and some articles | 55 | 0 | 2021-12-03 |
| 52 | oegedijk/dash_oop_components | OOP components for plotly dash that make dashboard components composable, reusable and configurable | 24 | 0 | 2021-09-28 |
| 53 | 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 |
| 54 | xiaonan8826/jeffindex | - | 10 | 0 | 2021-09-08 |
| 55 | ryan4yin/knowledge | Everything I know: DevOps & CloudNative, Music, etc... | 25 | 0 | 2021-12-17 |
| 56 | aipredict/ai-deployment | 关注AI模型上线、模型部署 | 131 | 0 | 2021-07-15 |
| 57 | xuhao1/FOXTracker | Facial Head Pose Tracker for Gaming | 189 | 0 | 2021-06-27 |
| 58 | 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 |
| 59 | isee15/Card-Ocr | 身份证识别OCR | 373 | 0 | 2021-09-22 |
| 60 | xieyan0811/pdfconv | 中文PDF转TXT的实用工具 | 17 | 0 | 2021-10-13 |
| 61 | sarahwie/attention | - | 50 | 0 | 2021-06-06 |
| 62 | 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 |
| 63 | dbkk/docx-researchmap | - | 21 | 0 | 2021-06-24 |
| 64 | 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 |
| 65 | JoeShi/rasa-chinese-workshop | 利用 RASA 构建智能对话机器人 | 16 | 0 | 2021-08-24 |
| 66 | jajupmochi/graphkit-learn | A python package for graph kernels, graph edit distances, and graph pre-image problem. | 72 | 0 | 2021-12-02 |
| 67 | 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 |
| 68 | BSlience/rasa-conversational-ai | Conversational AI based on Rasa | 28 | 0 | 2021-10-29 |
| 69 | qwfy/doc-browser | A documentation browser with support for DevDocs, Dash and Hoogle, written in Haskell and QML | 103 | 0 | 2021-10-09 |
| 70 | ybdesire/machinelearning | My machine learning code written by python. | 29 | 0 | 2021-11-19 |
| 71 | makelove/Programer_Log | 最新动态在这里【我的程序员日志】 | 138 | 0 | 2021-09-03 |
| 72 | ZhiqingXiao/OpenAIGymSolution | Solutions to OpenAI Gym | 10 | 0 | 2021-08-22 |
| 73 | 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 | 229 | 0 | 2021-12-13 |
| 74 | moliqingwa/carbon_challenge | 捕碳大作战 | 16 | 0 | 2021-12-18 |
| 75 | 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 |
| 76 | aws-samples/aws-utility-meter-data-analytics-platform-cn | - | 67 | 0 | 2021-07-20 |
| 77 | wangzheng422/docker_env | Personal working log and md documents. Currently forcus on openshift4. | 74 | 0 | 2021-12-19 |
| 78 | 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 | 80 | 0 | 2021-10-26 |
| 79 | 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 |
| 80 | monatis/german-tts | German Tacotron 2 and Multi-band MelGAN in TensorFlow with TF Lite inference support | 15 | 0 | 2021-06-07 |
| 81 | zsc/kid-programming | Programming exercises for kids (no prior programming experience required) | 13 | 0 | 2021-11-05 |
| 82 | serengil/tensorflow-101 | TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow | 754 | 0 | 2021-12-01 |
| 83 | yangyahu-1994/Python-Crash-Course | A Hands-On, Project-Based Introduction to Programming | 11 | 0 | 2021-10-05 |
| 84 | IKMLab/course_material | 上課教材的大集合！！！ | 12 | 0 | 2021-09-08 |
| 85 | Hongyu-Yue/yoloV5_modify_smalltarget | YOLOV5 小目标检测修改版 | 23 | 0 | 2021-08-21 |
| 86 | voidful/Phraseg | Phraseg - 一言：新詞發現工具包 | 24 | 0 | 2021-11-30 |
| 87 | markwk/ts4health | Time Series Data Analysis, Visualization and Forecasting with Python for Health and Self | 15 | 0 | 2021-08-04 |
| 88 | areejokaili/topic_labelling | - | 15 | 0 | 2021-08-25 |
| 89 | cviaai/VEINCV-RL | Near-Infrared-to-Visible Vein Imaging via Convolutional Neural Networks and Reinforcement Learning | 16 | 0 | 2021-09-09 |
| 90 | danni2019/time_series_analysis | Just another backtester | 17 | 0 | 2021-06-07 |
| 91 | vespa-engine/sample-apps | Repository of sample applications | 153 | 0 | 2021-12-17 |
| 92 | 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 |
| 93 | duoergun0729/adversarial_examples | 对抗样本 | 156 | 0 | 2021-12-13 |
| 94 | chokkan/python | Python早見帳 | 17 | 0 | 2021-11-28 |
| 95 | zhouwei713/data_analysis | 一些爬虫和数据分析相关实战练习 | 302 | 0 | 2021-08-29 |
| 96 | hooshvare/pn-summary | A well-structured summarization dataset for the Persian language! | 23 | 0 | 2021-06-08 |
| 97 | 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 |
| 98 | 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 |
| 99 | deepdialog/CPM-LM-TF2 | - | 197 | 0 | 2021-10-14 |
| 100 | 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 |
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