README.md

    Python专题

    爬虫

    项目名称 项目链接
    hihell/python120 https://codechina.csdn.net/hihell/python120

    技术路线图

    项目名称 项目链接
    codechina/developer-roadmap/python/intro https://codechina.gitcode.host/developer-roadmap/python/intro/

    图像处理

    项目名称 项目链接
    mirrors/eastmountyxz/imageprocessing-python https://codechina.csdn.net/mirrors/eastmountyxz/imageprocessing-python
    mirrors/dbeker/faster-rcnn-tensorflow-python3.5 https://codechina.csdn.net/mirrors/dbeker/faster-rcnn-tensorflow-python3.5

    学习资源汇总

    项目名称 项目链接
    mirrors/jack-cherish/pythonpark https://codechina.csdn.net/mirrors/jack-cherish/pythonpark
    mirrors/jackfrued/python-100-days https://codechina.csdn.net/mirrors/jackfrued/Python-100-Days
    mirrors/busyyang/python_sound_open https://codechina.csdn.net/mirrors/busyyang/python_sound_open
    mirrors/jiayangwu/leetcode-python https://codechina.csdn.net/mirrors/JiayangWu/LeetCode-Python

    练手项目

    项目名称 项目链接
    qq_42279468/python_pet2_liqiujian https://codechina.csdn.net/qq_42279468/python_pet2_liqiujian
    mirrors/yangshangqi/the-python-code-implements-aircraft-warfare https://codechina.csdn.net/mirrors/yangshangqi/The-Python-code-implements-aircraft-warfare
    10 Interesting Python Programs with Code https://levelup.gitconnected.com/10-interesting-python-programs-with-code-b676181a2d1a

    点云

    项目名称 项目链接
    mirrors/strawlab/python-pcl https://codechina.csdn.net/mirrors/strawlab/python-pcl

    自然语言处理文章

    文章名称 文章链接
    Natural language processing https://en.wikipedia.org/wiki/Natural_language_processing
    Terminology extraction https://en.wikipedia.org/wiki/Terminology_extraction
    解读知识图谱的2020 : 技术成熟度飞速跃升,与产业互联结合更加紧密 https://www.gridsum.com/about/newsinfo/2062.html

    计算机视觉文章

    文章名称 文章链接
    Build Your Own Convolution Neural Network in 5 mins https://towardsdatascience.com/build-your-own-convolution-neural-network-in-5-mins-4217c2cf964f
    Understanding and Calculating the number of Parameters in Convolution Neural Networks (CNNs) https://towardsdatascience.com/understanding-and-calculating-the-number-of-parameters-in-convolution-neural-networks-cnns-fc88790d530d
    Understanding 1D and 3D Convolution Neural Network |Keras https://towardsdatascience.com/understanding-1d-and-3d-convolution-neural-network-keras-9d8f76e29610

    Pytorch入门教程

    教程名称 教程链接
    DEEP LEARNING WITH PYTORCH: A 60 MINUTE BLITZ https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html

    文本分析工具

    工具名称 链接
    Sketch Engine https://www.sketchengine.eu/
    Sketch Engine | QUICK START LESSONS https://www.sketchengine.eu/quick-start-guide/

    推荐系统

    文章名称 文章链接
    TensorFlow Recommenders 迎来更新 — 可扩展检索和特征交互建模 https://bbs.csdn.net/topics/600119505
    案例分享 |深度学习在花椒直播中的应用 — 神经网络与协同过滤篇 https://bbs.csdn.net/topics/600291504
    揭开 ScaNN 的神秘面纱:高效的向量相似性搜索 https://bbs.csdn.net/topics/600320547
    案例分享 |TensorFlow 在贝壳找房中的实践 https://bbs.csdn.net/topics/600301511
    案例分享 |基于 TensorFlow 构建个性化股票内容推荐产品 https://bbs.csdn.net/topics/600306529
    推荐系统从入门到接着入门 https://zhuanlan.zhihu.com/p/27502172

    数据集

    数据集名称 数据集链接
    MovieLens(推荐系统类别) https://grouplens.org/datasets/movielens/

    深度学习书籍

    书籍名称 书籍链接
    Interactive deep learning book with multi-framework code, math, and discussions https://codechina.csdn.net/mirrors/d2l-ai/d2l-en

    云原生专题

    科普文章

    文章名称 文章链接
    什么是云原生?这回终于有人讲明白了 https://juejin.cn/post/6844904197859590151

    书籍

    书籍名称 书籍链接
    Kubernetes Handbook——Kubernetes 中文指南/云原生应用架构实践手册 https://jimmysong.io/kubernetes-handbook/

    学习资源汇总

    项目名称 项目链接
    Awesome Cloud Native https://jimmysong.io/awesome-cloud-native/

    开发工具专题

    代码自动补全

    工具名称 工具链接
    GitHub Copilot https://copilot.github.com/

    Jupyter notebook

    文章名称 文章链接
    10 Must-Know Jupyter Notebook Tricks https://betterprogramming.pub/10-must-know-jupyter-notebook-tricks-51baea31922

    Git

    文章名称 文章链接
    Git https://en.wikipedia.org/wiki/Git
    Git新手入門教學 – part 1 https://kopu.chat/2017/01/18/git%E6%96%B0%E6%89%8B%E5%85%A5%E9%96%80%E6%95%99%E5%AD%B8-part-1/
    Git新手入門教學 – part 2 https://kopu.chat/2017/01/18/git%E6%96%B0%E6%89%8B%E5%85%A5%E9%96%80%E6%95%99%E5%AD%B8-part-2/
    Git 入门 https://codechina.csdn.net/courses/detail/1/l

    Markdown

    文章名称 文章链接
    An overview of Markdown, how it works, and what you can do with it https://www.markdownguide.org/getting-started/
    A simple, in-browser, markdown-driven slideshow tool https://codechina.csdn.net/mirrors/gnab/remark
    Markdown 基础入门 https://codechina.csdn.net/courses/detail/2/l

    大会、大赛专题

    天池

    赛事名称 赛事链接
    第一届“英特尔创新大师杯”深度学习挑战赛 https://tianchi.aliyun.com/specials/promotion/xeonchallenge

    人工智能大会

    大会名称 大会链接
    2021年世界人工智能大会 https://www.worldaic.com.cn/

    项目简介

    包含爬虫、图像处理、技术路线图、学习资源汇总、自然语言处理、计算机视觉、云原生、大会、大赛信息、开发工具、推荐系统、数据集等等,持续更新~~~

    发行版本

    当前项目没有发行版本

    贡献者 2

    M MaoXianxin @MaoXianxin
    C CODE CHINA @CODE CHINA

    开发语言