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数据更新: 2022-04-10 / 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|Created|
|:-|:-|:-|:-|:-|:-|
|1|[enpeizhao/CVprojects](https://github.com/enpeizhao/CVprojects)|computer vision projects 计算机视觉等好玩的AI项目|424|2022-04-04|2021-11-22|
|2|[4paradigm/AutoX](https://github.com/4paradigm/AutoX)|AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.|263|2022-04-09|2021-07-21|
|3|[datawhalechina/thorough-pytorch](https://github.com/datawhalechina/thorough-pytorch)|-|222|2022-04-06|2021-07-31|
|4|[chokkan/mlnote](https://github.com/chokkan/mlnote)|機械学習帳|197|2022-02-01|2021-09-29|
|5|[44670/SourceHanSans-Pixel](https://github.com/44670/SourceHanSans-Pixel)|基于思源黑体的开源像素字体|176|2022-01-03|2021-08-18|
|6|[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|115|2022-03-16|2021-11-04|
|7|[kzbkzb/Python-AI](https://github.com/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|115|2022-01-12|2021-10-18|
|8|[datawhalechina/powerful-numpy](https://github.com/datawhalechina/powerful-numpy)|巨硬的NumPy|103|2022-03-31|2021-10-15|
|9|[ni1o1/transbigdata](https://github.com/ni1o1/transbigdata)|A Python package develop for transportation spatio-temporal big data processing, analysis and visualization.|100|2022-04-08|2021-10-21|
|10|[hhiim/Lacan](https://github.com/hhiim/Lacan)|利用四层LSTM生成拉康精神分析黑话，用于讽刺（但过拟合……|90|2022-02-07|2022-02-04|
|11|[EricZhu-42/SteamTradingSiteTracker](https://github.com/EricZhu-42/SteamTradingSiteTracker)|Steam 挂刀行情站 —— 24小时自动更新的 BUFF & IGXE & C5 挂刀比例数据 Track cheap Steam Community Market items on buff.163.com, igxe.cn and c5game.com|80|2022-03-06|2021-10-11|
|12|[datawhalechina/learn-python-the-smart-way](https://github.com/datawhalechina/learn-python-the-smart-way)|聪明方法学Python，简明且系统的 Python 入门教程。|78|2022-01-25|2021-07-10|
|13|[lingjzhu/charsiu](https://github.com/lingjzhu/charsiu)|Charsiu: A neural phonetic aligner.|69|2022-02-12|2021-08-29|
|14|[chokkan/python](https://github.com/chokkan/python)|Python早見帳|68|2021-11-28|2021-10-04|
|15|[dglai/maxp_baseline_model](https://github.com/dglai/maxp_baseline_model)|-|67|2021-11-05|2021-10-06|
|16|[Prayforhanluo/CTR_Algorithm](https://github.com/Prayforhanluo/CTR_Algorithm)|一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）|58|2022-03-29|2021-07-08|
|17|[hansu1017/WSDM-CUP-2022-Retention-Score-Prediction](https://github.com/hansu1017/WSDM-CUP-2022-Retention-Score-Prediction)|WSDM2022留存预测挑战赛 第1名解决方案|52|2022-02-26|2022-01-28|
|18|[QikaiXu/Recommender-System-Pytorch](https://github.com/QikaiXu/Recommender-System-Pytorch)|基于 Pytorch 实现推荐系统相关的算法|49|2021-11-17|2021-07-10|
|19|[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 ...|37|2021-12-10|2021-08-01|
|20|[PaddlePaddle/PaddleSpatial](https://github.com/PaddlePaddle/PaddleSpatial)|PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle. |37|2022-04-08|2021-07-12|
|21|[buzhidaoshenme/YOLOX-OBB](https://github.com/buzhidaoshenme/YOLOX-OBB)|YOLOX in DOTA with KLD loss. (Oriented Object Detection)（Rotated BBox）基于YOLOX的旋转目标检测|36|2021-11-19|2021-09-18|
|22|[DataArk/GAIIC2022-Product-Title-Entity-Recognition-Baseline](https://github.com/DataArk/GAIIC2022-Product-Title-Entity-Recognition-Baseline)|GAIIC2022商品标题实体识别Baseline，使用GlobalPointer实现，线上0.80349|34|2022-04-09|2022-03-23|
|23|[KristiyanVachev/Leaf-Question-Generation](https://github.com/KristiyanVachev/Leaf-Question-Generation)|Easy to use and understand multiple-choice question generation algorithm using T5 Transformers.|32|2022-03-07|2021-10-04|
|24|[lansinuote/Machine-Learning-In-Numpy](https://github.com/lansinuote/Machine-Learning-In-Numpy)|纯python实现机器学习算法,非套用sk-learn|32|2021-11-08|2021-05-08|
|25|[DIUx-xView/xview3-reference](https://github.com/DIUx-xView/xview3-reference)|Reference data processing code and model for the xView3 prize challenge.|31|2021-11-29|2021-08-31|
|26|[yanqiangmiffy/Product-Entity-Recognition](https://github.com/yanqiangmiffy/Product-Entity-Recognition)|商品标题实体识别|22|2022-04-01|2022-03-22|
|27|[accomdemy/accomdemy](https://github.com/accomdemy/accomdemy)|Welcome to Accomdemy! 歡迎來到伴伴學！|22|2021-12-24|2021-05-11|
|28|[andy6804tw/2021-13th-ironman](https://github.com/andy6804tw/2021-13th-ironman)|第13屆iT邦幫忙鐵人賽|21|2022-03-23|2021-09-13|
|29|[ShowMeAI-Hub/awesome-AI-cheatsheets](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets)|AI与数据科学各类工具库速查表与参考代码|21|2021-12-18|2021-06-06|
|30|[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|2021-12-18|2021-12-10|
|31|[xianghuisun/Chinese_KGQA](https://github.com/xianghuisun/Chinese_KGQA)|该仓库目的是实现基于知识图谱的中文问答系统|19|2021-12-22|2021-12-05|
|32|[jackhuntcn/2021ccf_iqiyi_nlp](https://github.com/jackhuntcn/2021ccf_iqiyi_nlp)|-|18|2021-12-03|2021-12-03|
|33|[codecat0/CV](https://github.com/codecat0/CV)|本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并会持续更新！！！|16|2022-01-01|2021-11-10|
|34|[cbdb-project/named-entities-for-premodern-chinese-history-research](https://github.com/cbdb-project/named-entities-for-premodern-chinese-history-research)|Repo to generate and host named entities for premodern chinese history research|16|2022-01-10|2021-09-14|
|35|[XiuzeZhou/CALCE](https://github.com/XiuzeZhou/CALCE)|锂电池数据集 CALCE|16|2022-02-26|2021-07-02|
|36|[DataArk/CBLUE-Baseline](https://github.com/DataArk/CBLUE-Baseline)|CBLUE-阿里天池中文医疗NLP打榜Baseline|15|2022-01-24|2022-01-04|
|37|[W-Java/Population-Prediction](https://github.com/W-Java/Population-Prediction)|The future population of Singapore is predicted by SVM algorithm|15|2021-10-29|2021-10-29|
|38|[xiangking/PyTorch_CoSENT](https://github.com/xiangking/PyTorch_CoSENT)|实验苏神的CoSENT的Torch实现|14|2022-01-08|2022-01-08|
|39|[moliqingwa/carbon_challenge](https://github.com/moliqingwa/carbon_challenge)|捕碳大作战|14|2021-12-22|2021-10-26|
|40|[eval4nlp/SharedTask2021](https://github.com/eval4nlp/SharedTask2021)|-|14|2021-11-23|2021-05-21|
|41|[deepjavalibrary/d2l-java-zh](https://github.com/deepjavalibrary/d2l-java-zh)|-|12|2022-04-09|2021-08-16|
|42|[whyjz/rime-moetaigi](https://github.com/whyjz/rime-moetaigi)|萌台語：基於萌典 API 的 RIME 臺語輸入法，使用注音符號輕鬆輸入台語。|11|2021-11-09|2021-06-29|