数据更新: 2023-11-25 / 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 | suno-ai/bark | 🔊 Text-Prompted Generative Audio Model | 28369 | 2023-10-04 |
| 2 | tloen/alpaca-lora | Instruct-tune LLaMA on consumer hardware | 17470 | 2023-10-27 |
| 3 | AI4Finance-Foundation/FinGPT | Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace. | 9538 | 2023-11-23 |
| 4 | hoochanlon/hamulete | 🏔️国立台湾大学、新加坡国立大学、早稻田大学、东京大学，中央研究院（台湾）以及中国重点高校及科研机构，社科、经济、数学、博弈论、哲学、系统工程类学术论文等知识库。 | 8558 | 2023-11-22 |
| 5 | 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 | 7946 | 2023-06-05 |
| 6 | advimman/lama | 🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022 | 6483 | 2023-11-18 |
| 7 | alphacep/vosk-api | Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node | 6415 | 2023-11-11 |
| 8 | jvns/pandas-cookbook | Recipes for using Python's pandas library | 6361 | 2023-10-28 |
| 9 | meituan/YOLOv6 | YOLOv6: a single-stage object detection framework dedicated to industrial applications. | 5304 | 2023-11-18 |
| 10 | UFund-Me/Qbot | [🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant | 4864 | 2023-11-14 |
| 11 | geekyutao/Inpaint-Anything | Inpaint anything using Segment Anything and inpainting models. | 4474 | 2023-11-19 |
| 12 | chenzomi12/DeepLearningSystem | Deep Learning System core principles introduction. | 4252 | 2023-11-24 |
| 13 | snakers4/silero-models | Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple | 4195 | 2023-10-18 |
| 14 | datawhalechina/competition-baseline | 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路 | 3789 | 2023-11-13 |
| 15 | kaieye/2022-Machine-Learning-Specialization | - | 2990 | 2023-07-26 |
| 16 | LC1332/Luotuo-Chinese-LLM | 骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技 | 2923 | 2023-06-12 |
| 17 | datawhalechina/fun-rec | 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/ | 2854 | 2023-08-23 |
| 18 | prophesier/diff-svc | Singing Voice Conversion via diffusion model | 2495 | 2023-07-10 |
| 19 | matheusfacure/python-causality-handbook | Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality. | 2190 | 2023-11-23 |
| 20 | PhoebusSi/Alpaca-CoT | We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to ... | 2187 | 2023-11-01 |
| 21 | FranxYao/chain-of-thought-hub | Benchmarking large language models' complex reasoning ability with chain-of-thought prompting | 2096 | 2023-11-09 |
| 22 | carefree0910/carefree-creator | AI magics meet Infinite draw board. | 2082 | 2023-11-15 |
| 23 | TommyZihao/Train_Custom_Dataset | 标注自己的数据集，训练、评估、测试、部署自己的人工智能算法 | 2050 | 2023-11-12 |
| 24 | 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/ | 1993 | 2023-10-29 |
| 25 | marcotcr/checklist | Beyond Accuracy: Behavioral Testing of NLP models with CheckList | 1959 | 2023-10-27 |
| 26 | datawhalechina/hugging-llm | HuggingLLM, Hugging Future. | 1897 | 2023-11-23 |
| 27 | enpeizhao/CVprojects | computer vision projects 计算机视觉相关好玩的AI项目（Python、C++） | 1753 | 2023-10-29 |
| 28 | hugo2046/QuantsPlaybook | 量化研究-券商金工研报复现 | 1732 | 2023-08-14 |
| 29 | thuml/Autoformer | About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008 | 1466 | 2023-11-03 |
| 30 | lyogavin/Anima | 33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU | 1357 | 2023-11-23 |
| 31 | 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 | 1284 | 2023-10-15 |
| 32 | Ayanaminn/N46Whisper | Whisper based Japanese subtitle generator | 1240 | 2023-11-09 |
| 33 | amaiya/ktrain | ktrain is a Python library that makes deep learning and AI more accessible and easier to apply | 1189 | 2023-11-18 |
| 34 | KevinWang676/Bark-Voice-Cloning | Bark Voice Cloning and Voice Cloning for Chinese Speech | 1170 | 2023-11-23 |
| 35 | LC1332/Chat-Haruhi-Suzumiya | Chat凉宫春日, 由李鲁鲁, 冷子昂等同学开发的模仿二次元对话的聊天机器人。 | 1136 | 2023-11-09 |
| 36 | miracleyoo/pytorch-lightning-template | An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all ... | 1011 | 2023-08-06 |
| 37 | serengil/tensorflow-101 | TensorFlow 101: Introduction to Deep Learning | 981 | 2023-10-01 |
| 38 | KaihuaTang/Scene-Graph-Benchmark.pytorch | A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased S ... | 962 | 2023-07-30 |
| 39 | patrick-llgc/Learning-Deep-Learning | Paper reading notes on Deep Learning and Machine Learning | 935 | 2023-10-22 |
| 40 | AI4Finance-Foundation/FinNLP | Democratizing Internet-scale financial data. | 872 | 2023-11-24 |
| 41 | OpenBioLink/ThoughtSource | A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/ | 780 | 2023-07-21 |
| 42 | neolee/pilot | 进入编程世界的第一课 | 568 | 2023-07-20 |
| 43 | wbbhcb/stock_market | - | 561 | 2023-09-08 |
| 44 | SummerGift/EmbeddedSystem | 📚 计算机体系架构、嵌入式系统基础与主流编程语言相关内容总结 | 553 | 2023-11-23 |
| 45 | DjangoPeng/openai-quickstart | A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications. | 501 | 2023-11-22 |
| 46 | kzbkzb/Python-AI | 深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch | 498 | 2023-09-24 |
| 47 | EssayKillerBrain/EssayTopicPredict | 高考作文题目预测模型 v1.0 | 491 | 2023-05-26 |
| 48 | d2l-ai/d2l-zh-pytorch-slides | Pytorch版代码幻灯片 | 490 | 2023-08-18 |
| 49 | cliuxinxin/TX-WORD2VEC-SMALL | 腾讯word2vec模型缩小版 | 474 | 2023-08-06 |
| 50 | yatengLG/Focal-Loss-Pytorch | 全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数 ... | 394 | 2023-10-31 |
| 51 | zll17/Neural_Topic_Models | Implementation of topic models based on neural network approaches. | 382 | 2023-09-27 |
| 52 | dengxiuqi/WeiboSentiment | 基于各种机器学习和深度学习的中文微博情感分析 | 379 | 2023-06-12 |
| 53 | davidfrz/yolov5_distance_count | 使用yolov5，双目摄像头进行测距 | 358 | 2023-10-19 |
| 54 | ryan4yin/knowledge | (Chinese Only)Everything I know: DevOps & CloudNative, Linux, Embedded, Homelab, Music, Blockchain, AI, etc... | 350 | 2023-11-24 |
| 55 | yuanjie-ai/ChatLLM | 轻松玩转LLM兼容openai&langchain，支持文心一言、讯飞星火、腾讯混元、智谱ChatGLM等 | 340 | 2023-10-16 |
| 56 | jayeew/Chinese-ChatBot | 中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行。 | 316 | 2023-09-17 |
| 57 | onlytiancai/codesnip | 代码片段 | 315 | 2023-11-10 |
| 58 | Luhuanz/pytorch_project | 一些日常的项目记录 | 305 | 2023-09-13 |
| 59 | allenlu2008/PythonDemo | 虾神的Python示例代码库 | 283 | 2023-09-14 |
| 60 | lyhue1991/PythonAiRoad | source code of some articles | 264 | 2023-08-11 |
| 61 | X-lab2017/open-digger | Open source analysis tools | 261 | 2023-11-06 |
| 62 | ActiveConclusion/COVID19_mobility | COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports🚶🚘🚉 | 257 | 2023-10-18 |
| 63 | vespa-engine/sample-apps | Repository of sample applications for https://vespa.ai, the open big data serving engine | 252 | 2023-11-23 |
| 64 | mesolitica/malaysian-dataset | Text corpus for Malaysian, https://malaya.readthedocs.io/en/latest/Dataset.html | 250 | 2023-11-22 |
| 65 | CHH3213/chhRobotics | 自动驾驶规划控制python代码实现 | 243 | 2023-08-26 |
| 66 | YiranJing/Coronavirus-Epidemic-COVID-19 | 👩🏻⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020) | 242 | 2023-07-06 |
| 67 | LC1332/Luotuo-Text-Embedding | Luotuo Embedding(骆驼嵌入) is a text embedding model, which developed by 李鲁鲁, 冷子昂, 陈启源, 蒟蒻等. | 235 | 2023-08-25 |
| 68 | oldratlee/software-practice-thoughts | 📚 🐣 软件实践文集。主题不限，思考讨论有趣有料就好，包含如 系统的模型分析/量化分析、开源漫游者指南、软件可靠性设计实践、平台产品的逻辑与执行… 🥤 | 200 | 2023-10-11 |
| 69 | wu-hao-ze/All-assignments-and-projects-for-software-engineering-courses-at-Tongji-University | 同济大学软件学院软件工程专业课所有作业和项目，包括以下内容：数据结构课程设计，计算机组成原理，离散数学，Python，操作系统，操作系统课程设计，计算机系统结构，系统分析与设计，数据库原理与应用，数据库原理与应用课程设计，算法分析设计，人工智能导论，计算机网络，计算机网络实验，软件工程，软件工程课程设计，软件设计模式，智能计算系统，编译原理，嵌入式系统导论，物联网应用基础，用户交互技术，软件测试， ... | 198 | 2023-07-10 |
| 70 | TommyZihao/Label2Everything | 常见计算机视觉标注格式相互转换 | 189 | 2023-07-18 |
| 71 | roberthsu2003/python | python 說明 | 184 | 2023-11-06 |
| 72 | 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 ... | 183 | 2023-11-02 |
| 73 | RuifMaxx/Multidimensional-time-series-with-transformer | transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测 | 177 | 2023-08-21 |
| 74 | RonaldJEN/FinanceChatGLM | SMP 2023 ChatGLM金融大模型挑战赛 60 分baseline思路介绍 | 173 | 2023-08-10 |
| 75 | WHUFT/WHU_FinTech_Workshop | 武汉大学金融科技研讨班 | 171 | 2023-11-21 |
| 76 | chenmingxiang110/Chinese-automatic-speech-recognition | Chinese speech recognition | 158 | 2023-06-03 |
| 77 | mindspore-ai/docs | MindSpore document | 154 | 2023-07-17 |
| 78 | nyukat/GMIC | An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization | 145 | 2023-09-26 |
| 79 | datawhalechina/whale-quant | 本项目为量化开源课程，可以帮助人们快速掌握量化金融知识以及使用Python进行量化开发的能力。 | 141 | 2023-10-10 |
| 80 | jonnor/embeddedml | Notes on Machine Learning on edge for embedded/sensor/IoT uses | 139 | 2023-11-06 |
| 81 | jackjyq/xiaohei-zuowen | 小嘿作文生成器：根据主题谓语、主题宾语，生成中学考试风格的作文。 | 130 | 2023-09-03 |
| 82 | wangzheng422/docker_env | Personal working log and md documents. Currently forcus on openshift4. | 119 | 2023-11-23 |
| 83 | yjb6/CS231n-2022 | CS231n作业代码实现 | 110 | 2023-06-07 |
| 84 | hexiang10/facial-expression-recognition | 利用Pytorch设计完成的基于卷积神经网络实现的面部表情识别项目 —— A facial expression recognition project based on convolution neural network designed by Pytorch 【Plus版本】：https://github.com/hexiang10/face-recognition-plus | 109 | 2023-06-12 |
| 85 | datawhalechina/learn-python-the-smart-way-v2 | 聪明办法学Python，简明且系统的 Python 入门教程第二版。 | 108 | 2023-11-17 |
| 86 | jajupmochi/graphkit-learn | A python package for graph kernels, graph edit distances, and graph pre-image problem. | 106 | 2023-10-19 |
| 87 | roberthsu2003/PythonForDataAnalysis | AI 人工智慧開發入門 | 102 | 2023-09-15 |
| 88 | WSH032/kohya-config-webui | A WebUI for making config files used by kohya_sd_script. 一个用于生成kohya-ss训练脚本使用的toml配置文件的WebUI | 85 | 2023-08-01 |
| 89 | hhhparty/security | About cyber security, data scrapy , aisec analysis, vulnerability analysis, enterprise security, and so on. | 84 | 2023-10-17 |
| 90 | montera34/escovid19data | Recopilación de datos de COVID19 por provincias en España | 81 | 2023-07-03 |
| 91 | chengjun/mybook | Lectures on Computational Communication | 71 | 2023-11-10 |
| 92 | astronomical-data-processing/fundamentals_of_interferometry_chinese | Fundamentals of Interferometry Chinese Version | 58 | 2023-07-06 |
| 93 | xushengyuan/Fastsinging | 一个基于Fastspeech的开源歌声合成系统 | 57 | 2023-07-06 |
| 94 | xsthunder/download-youtube-subtitle | download youtube subtitles(closed caption, cc) as txt or json, support translation and proxy. available on PIP 🐍 . try it online at google colab! | 57 | 2023-08-28 |
| 95 | ImpulsoGov/farolcovid | 🚦🏥. Ferramenta de monitoramento do risco de colapso no sistema de saúde em municípios brasileiros com a Covid-19 • Monitoring tool & simulation of the risk of collapse in Brazilian municipalities' hea ... | 53 | 2023-07-06 |
| 96 | wolf-bailang/AI-Projects | AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理） | 53 | 2023-08-08 |
| 97 | microsoft/inmt | Interactive Neural Machine Translation tool | 52 | 2023-07-14 |
| 98 | letylin/pyprogbook | 金融大數據首部曲 書名: Python 程式設計入門 — 金融商管實務案例 讀者可以在此下載教學資源含程式碼 | 52 | 2023-08-01 |
| 99 | weidongcao/huanLing | 利用大数据与人工智能分析预测金融市场 | 49 | 2023-06-09 |
| 100 | oegedijk/dash_oop_components | OOP components for plotly dash that make dashboard components composable, reusable and configurable | 48 | 2023-08-26 |
| 101 | alext234/coronavirus-stats | Automatically scrape data and statistics on Coronavirus to make them easily accessible in CSV format | 47 | 2023-07-23 |
| 102 | yuboona/Chinese-Punctuation-Restoration-with-Bert-CNN-RNN | A Bert-CNN-LSTM model for punctuation restoration | 45 | 2023-06-12 |
| 103 | sijichun/PythonTutor | Python教学 | 45 | 2023-09-12 |
| 104 | dkl0707/factor_backtest | 因子回测框架 | 43 | 2023-07-09 |
| 105 | muzishen/VIPriors-Object-Detection-Challenge | 2020 ECCV VIPirios 目标检测冠军 | 43 | 2023-07-10 |
| 106 | IvanaXu/TianChiProj | 🏆🥈🥉 TianChi/天池 AIStudio iFLYTEKAI... | 42 | 2023-11-01 |
| 107 | Quantum-Dynamics-Hub/libra-code | - | 41 | 2023-11-23 |
| 108 | asukaminato0721/IntWithStepsOfTeXForm | 不定积分过程生成器（By Mathematica） | 38 | 2023-11-04 |
| 109 | YunWGui/RecSys-Book-Notes | 推荐系统读书笔记、思维导图等 | 37 | 2023-07-06 |
| 110 | Yourdaylight/Python-DA-and-DM | python数据分析与数据挖掘实例 | 37 | 2023-10-17 |
| 111 | BoXiaolei/MyTransformer_pytorch | 关于Transformer模型的最简洁pytorch实现，包含详细注释 | 36 | 2023-11-13 |
| 112 | SocratesClub/datascience | Introduction to Python Programming for Data Science | 35 | 2023-10-03 |
| 113 | shuliu586/AI_Chinese_DataSet_KnowledgeDAO | 供AI训练的中文数据集（持续更新。。。），目前的数据集餐饮行业8000问，百度知道，Alpaca中文数据集，计算机领域数据集，Vicuna数据集，RedPajama数据集，Wikipedia中文词条数据集，网站论坛问答数据集 | 34 | 2023-11-01 |
| 114 | northBeggar/Plug-and-Play | 深度学习中各种即插即用小模块 | 34 | 2023-06-15 |
| 115 | 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 | 34 | 2023-10-03 |
| 116 | aimuch/AITools | AI 常用脚本 | 34 | 2023-11-01 |
| 117 | deepjavalibrary/d2l-java-zh | - | 33 | 2023-11-20 |
| 118 | lukewys/SunXiaoChuan-spider | A scrapper and analyze result on weibos of SunXiaoChuan. 孙笑川微博的爬虫与分析 | 33 | 2023-10-03 |
| 119 | gameofdimension/vllm-cn | 演示 vllm 对中文大语言模型的神奇效果 | 32 | 2023-11-04 |
| 120 | CNFeffery/PythonPracticalSkills | 存放「Python实用秘技」系列文章对应附件 | 32 | 2023-07-28 |
| 121 | RenShuhuai-Andy/my-tools | my commonly-used tools | 32 | 2023-11-22 |
| 122 | ybdesire/machinelearning | My machine learning code written by python. | 32 | 2023-09-19 |
| 123 | RyoWakabayashi/elixir-learning | Elixir 学習用 | 31 | 2023-11-22 |
| 124 | kevin-meng/HuggingfaceDownloadShare | 中国如何下载huggingface 模型并共享链接 | 29 | 2023-11-20 |
| 125 | Olivia-account/Military-Equipment-Knowledge-Graph-Based-on-Deep-Learning-and-Neo4j | 基于深度学习与Neo4j的军事装备知识图谱网页应用构建。本项目是一个军事武器知识图谱网页应用软件原型系统。该系统由数据爬虫、数据管理、数据处理、知识问答、新闻热点、词条查询和图谱展示七个功能模块组成。系统从互联网上爬取数据，并基于百度文心ERNIE 3.0模型对数据进行实体识别和关系抽取，将数据处理为三元组形式并存储到图数据库Neo4j中。通过数据管理和数据标注，并通过对Neo4j中的三元组数据进 ... | 26 | 2023-06-24 |
| 126 | HaoningChen/scutquant | scutquant是一个开源的离线量化投资平台，由华南理工大学量化投资协会负责维护. 该框架具有低耦合, 高内聚的特点 | 26 | 2023-11-23 |
| 127 | JeffMony/AV_Library | 从0开始教你做一款剪映APP | 26 | 2023-10-23 |
| 128 | NateScarlet/bilibili-live-notification | B 站直播事件 webhook 和开播邮件提醒 | 26 | 2023-11-14 |
| 129 | polimi-ispl/deep_prior_interpolation | Interpolation of seismic data through Deep Priors | 26 | 2023-10-06 |
| 130 | roberthsu2003/112_python_chihlee | 10_14日_致理_python_大數據探勘 | 25 | 2023-11-18 |
| 131 | TommyZihao/aidlux_tutorial | AidLux手机部署人工智能算法 | 25 | 2023-10-14 |
| 132 | ktakita1011/my_kaggle_docker | 2023年版kaggle環境 | 25 | 2023-11-04 |
| 133 | mapicccy/funcat | Using very simple code to compute indicator of stock\crytocurrency. For example, MA(C, 5) means average closed-price for last 5 days. | 25 | 2023-11-16 |
| 134 | hktxt/Courses | An AI engineer Prepares / 算法工程师自我修养 | 25 | 2023-08-28 |
| 135 | palemoons/ZJU-GIS-Raid-Guide | 浙江大学GIS本科专业部分代码留档 | 24 | 2023-09-08 |
| 136 | aws-samples/smart-cooler | - | 24 | 2023-10-03 |
| 137 | OmniXRI/NTUST_EdgeAI_2022 | 臺灣科技大學資訊工程系人工智慧與邊緣運算實務 ( CS5149701 ) 2022課程講義及範例 | 23 | 2023-06-08 |
| 138 | MuskAI/forgery-edge-detection | 实验室锻炼图像篡改边缘检测项目 | 23 | 2023-08-03 |
| 139 | c-xy17/NeuralModeling | for 神经计算建模实战 | 22 | 2023-08-23 |
| 140 | genkuroki/Statistics | Notes of Statistics | 22 | 2023-11-01 |
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