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中文总榜 > 软件类 > Jupyter Notebook
数据更新: 2022-01-05 / 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 | Updated |
|---|---|---|---|---|
| 1 | ljpzzz/machinelearning | My blogs and code for machine learning. http://cnblogs.com/pinard | 6045 | 2021-10-01 |
| 2 | 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 | 5421 | 2021-12-11 |
| 3 | cleverhans-lab/cleverhans | An adversarial example library for constructing attacks, building defenses, and benchmarking both | 5379 | 2021-12-26 |
| 4 | 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) | 3943 | 2021-07-06 |
| 5 | NVIDIA/NeMo | NeMo: a toolkit for conversational AI | 3730 | 2022-01-04 |
| 6 | 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 | 2021-06-14 |
| 7 | ieee8023/covid-chestxray-dataset | We are building an open database of COVID-19 cases with chest X-ray or CT images. | 2764 | 2021-10-14 |
| 8 | exacity/simplified-deeplearning | Simplified implementations of deep learning related works | 2390 | 2021-10-06 |
| 9 | wangshub/RL-Stock | 📈 如何用深度强化学习自动炒股 | 2100 | 2021-09-08 |
| 10 | yoyoyo-yo/Gasyori100knock | image processing codes to understand algorithm | 1989 | 2021-11-21 |
| 11 | 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. | 1764 | 2022-01-02 |
| 12 | 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/ | 1628 | 2021-12-13 |
| 13 | marcotcr/checklist | Beyond Accuracy: Behavioral Testing of NLP models with CheckList | 1551 | 2021-11-23 |
| 14 | tugstugi/dl-colab-notebooks | Try out deep learning models online on Google Colab | 1269 | 2021-11-16 |
| 15 | TheEconomist/big-mac-data | Data and methodology for the Big Mac index | 1218 | 2021-07-26 |
| 16 | snakers4/silero-models | Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple | 1185 | 2021-12-21 |
| 17 | juntang-zhuang/Adabelief-Optimizer | Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients" | 959 | 2021-06-11 |
| 18 | amaiya/ktrain | ktrain is a Python library that makes deep learning and AI more accessible and easier to apply | 935 | 2022-01-04 |
| 19 | 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。 | 819 | 2021-11-08 |
| 20 | yangxy/GPEN | - | 813 | 2021-12-29 |
| 21 | Tiiiger/bert_score | BERT score for text generation | 789 | 2021-12-10 |
| 22 | serengil/tensorflow-101 | TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow | 760 | 2022-01-02 |
| 23 | 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 | 753 | 2021-11-26 |
| 24 | shaoanlu/fewshot-face-translation-GAN | Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping. | 746 | 2021-07-02 |
| 25 | fastai/course20 | Deep Learning for Coders, 2020, the website | 699 | 2021-12-16 |
| 26 | gengyanlei/fire-smoke-detect-yolov4 | fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测 | 609 | 2021-10-29 |
| 27 | LYuhang/GNN_Review | GNN综述阅读报告 | 554 | 2021-08-17 |
| 28 | patrick-llgc/Learning-Deep-Learning | Paper reading notes on Deep Learning and Machine Learning | 551 | 2022-01-01 |
| 29 | 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） | 520 | 2021-11-24 |
| 30 | Syencil/mobile-yolov5-pruning-distillation | mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！ | 474 | 2021-07-10 |
| 31 | wbbhcb/stock_market | - | 402 | 2021-11-01 |
| 32 | 4paradigm/AutoX | AutoX is an efficient automl tool, which is mainly aimed at data mining competitions with tabular data. | 401 | 2022-01-03 |
| 33 | isee15/Card-Ocr | 身份证识别OCR | 375 | 2021-09-22 |
| 34 | linguishi/chinese_sentiment | 中文情感分析，CNN，BI-LSTM，文本分类 | 340 | 2021-12-02 |
| 35 | PaddlePaddle/Quantum | - | 333 | 2021-12-15 |
| 36 | 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 | 328 | 2021-10-09 |
| 37 | wshuyi/demo-chinese-text-binary-classification-with-bert | - | 324 | 2021-07-13 |
| 38 | zhouwei713/data_analysis | 一些爬虫和数据分析相关实战练习 | 306 | 2021-08-29 |
| 39 | GavinHacker/recsys_core | [电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集，构建以FM和LR为核心的电影推荐系统). | 269 | 2021-12-30 |
| 40 | LogicJake/competition_baselines | 开源的各大比赛baseline | 266 | 2021-12-28 |
| 41 | derekhe/mobike-crawler | 摩拜单车爬虫 | 262 | 2021-07-26 |
| 42 | LinXueyuanStdio/LaTeX_OCR | 💎 数学公式识别 Math Formula OCR | 259 | 2021-12-27 |
| 43 | d2l-ai/d2l-zh-pytorch-slides | Pytorch版代码幻灯片 | 252 | 2021-12-23 |
| 44 | chenmingxiang110/Chinese-automatic-speech-recognition | Chinese speech recognition | 251 | 2021-09-13 |
| 45 | Mryangkaitong/python-Machine-learning | 机器学习算法项目 | 244 | 2021-10-15 |
| 46 | Ixiaohuihuihui/Tiny-Defect-Detection-for-PCB | This is a repository about PCB defect detection. | 240 | 2021-11-10 |
| 47 | 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 | 235 | 2021-12-13 |
| 48 | 3778/COVID-19 | Ciência de Dados aplicada à pandemia do novo coronavírus. | 221 | 2021-10-27 |
| 49 | DeepTrial/Retina-VesselNet | A Simple U-net model for Retinal Blood Vessel Segmentation based on tensorflow2 | 219 | 2021-11-15 |
| 50 | ActiveConclusion/COVID19_mobility | COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports🚶🚘🚉 | 212 | 2022-01-04 |
| 51 | zll17/Neural_Topic_Models | Implementation of topic models based on neural network approaches. | 205 | 2021-11-12 |
| 52 | ami66/ChineseTextClassifier | 中文商品评论短文本分类器，可用于情感分析 | 203 | 2021-12-24 |
| 53 | yutiansut/QAStrategy | 策略基类/ 支持QIFI协议 | 201 | 2021-09-01 |
| 54 | deepdialog/CPM-LM-TF2 | - | 200 | 2021-10-14 |
| 55 | luo3300612/Visualizer | assistant tools for attention visualization in deep learning | 196 | 2021-08-11 |
| 56 | xuhao1/FOXTracker | Facial Head Pose Tracker for Gaming | 194 | 2021-06-27 |
| 57 | gengyanlei/reflective-clothes-detect-yolov5 | reflective-clothes-detect-dataset、helemet detection yolov5、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测 | 191 | 2021-07-02 |
| 58 | zwq2018/AI_UAV | 在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下，众多行业迎来了前所未有的发展机遇，人工智能+无人机（AI+UAV）正是一个具有无限想象力的应用方向。 | 190 | 2021-10-12 |
| 59 | collective-action/tech | Documentation of all collective action from tech workers. | 184 | 2022-01-04 |
| 60 | chokkan/mlnote | 機械学習帳 | 181 | 2021-12-26 |
| 61 | brain-zhang/xianglong | 资产配置方案 | 175 | 2021-09-07 |
| 62 | 44670/SourceHanSans-Pixel | 基于思源黑体的开源像素字体 | 170 | 2022-01-03 |
| 63 | dengxiuqi/WeiboSentiment | 基于各种机器学习和深度学习的中文微博情感分析 | 170 | 2021-06-06 |
| 64 | hscspring/All4NLP | All For NLP, especially Chinese. | 159 | 2021-10-22 |
| 65 | duoergun0729/adversarial_examples | 对抗样本 | 158 | 2021-12-13 |
| 66 | vespa-engine/sample-apps | Repository of sample applications | 153 | 2022-01-02 |
| 67 | huseinzol05/malay-dataset | Text corpus for Bahasa Malaysia, https://malaya.readthedocs.io/en/latest/Dataset.html | 152 | 2022-01-03 |
| 68 | Glacier-Ice/Covid-19-data-science | Welcome to Glacier Data Project. A post-wuhan2020 project for data science | 148 | 2021-08-12 |
| 69 | mindspore-ai/docs | MindSpore document | 146 | 2022-01-04 |
| 70 | makelove/Programer_Log | 最新动态在这里【我的程序员日志】 | 139 | 2021-09-03 |
| 71 | seaniezhao/torch_npss | pytorch implementation of Neural Parametric Singing Synthesizer 歌声合成 | 135 | 2021-12-27 |
| 72 | 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 | 2021-07-09 |
| 73 | hugo2046/Quantitative-analysis | 量化研究-券商金工研报复现 | 133 | 2021-12-29 |
| 74 | aipredict/ai-deployment | 关注AI模型上线、模型部署 | 133 | 2021-07-15 |
| 75 | wmn7/ML_Practice | ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html | 132 | 2021-11-02 |
| 76 | nmcdev/meteva | 提供气象产品检验相关程序 | 124 | 2021-12-16 |
| 77 | JackonYang/paper-reading | 比做算法的懂工程落地，比做工程的懂算法模型。 | 123 | 2021-12-31 |
| 78 | zhentaoshi/econ5170 | Econ5170@CUHK: Computational Methods in Economics (2020 Spring). | 119 | 2021-12-07 |
| 79 | joewandy/hlda | Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model | 118 | 2021-10-21 |
| 80 | datawhalechina/thorough-pytorch | - | 117 | 2021-11-15 |
| 81 | azy1988/ML-CV | 机器学习实战 | 116 | 2021-09-08 |
| 82 | davidfrz/yolov5_distance_count | 使用yolov5，双目摄像头进行测距 | 107 | 2021-07-16 |
| 83 | tugstugi/mongolian-nlp | Useful resources for Mongolian NLP | 105 | 2021-12-27 |
| 84 | excelsimon/AI | 机器学习、深度学习、自然语言处理、计算机视觉等AI领域相关技术的算法推导及应用 | 104 | 2021-08-05 |
| 85 | qwfy/doc-browser | A documentation browser with support for DevDocs, Dash and Hoogle, written in Haskell and QML | 103 | 2021-10-09 |
| 86 | jonnor/embeddedml | - | 101 | 2022-01-02 |
| 87 | 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 | 99 | 2021-11-17 |
| 88 | nyukat/GMIC | An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization | 98 | 2021-06-07 |
| 89 | neozhu/smartadmin.core.urf | Domain Driven Design (DDD) lightweight development architecture(support .net 5.0) | 96 | 2021-09-13 |
| 90 | lyhue1991/PythonAiRoad | source code of some articles | 96 | 2021-07-31 |
| 91 | covid-19-net/covid-19-community | Community effort to build a Neo4j Knowledge Graph (KG) that links heterogeneous data about COVID-19 | 94 | 2021-06-09 |
| 92 | HowardNTUST/Marketing-Data-Science-Application | - | 94 | 2021-12-22 |
| 93 | tinyms-ai/tinyms | Easy-to-Use deep learning development toolkit. | 93 | 2021-12-31 |
| 94 | datamonday/Face-Recognition-Class-Attendance-System | 基于人脸识别的课堂考勤系统v2.0 | 93 | 2021-08-09 |
| 95 | 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 ... | 89 | 2021-12-10 |
| 96 | PaddlePaddle/InterpretDL | InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。https://interpretdl.readthedocs.io/en/latest/index.html | 89 | 2021-12-22 |
| 97 | 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 | 87 | 2021-09-27 |
| 98 | binarybottle/engram | Arno's Engram v2.0 ("Engram") layout is an optimized key layout for touch typing in English based on ergonomic considerations, with a protocol and software for creating new, optimized key layouts in o ... | 86 | 2021-12-18 |
| 99 | 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 | 85 | 2021-10-26 |
| 100 | mindslab-ai/wavegrad2 | Unofficial Pytorch Implementation of WaveGrad2 | 83 | 2021-08-18 |
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