# 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 | | ---------------------------------- | ------------------------------------------------------------ | | The Algorithms - Python | https://codechina.csdn.net/mirrors/TheAlgorithms/Python | | 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 | ## 深度学习开发工具 | 工具名称 | 工具链接 | | ----------------- | ------------------------------------------------------------ | | Ray | https://codechina.csdn.net/mirrors/ray-project/ray | | Albumentations | https://codechina.csdn.net/mirrors/albumentations-team/albumentations | | PyTorch Lightning | https://codechina.csdn.net/mirrors/PyTorchLightning/pytorch-lightning | | MegEngine | https://codechina.csdn.net/megvii/megengine | | PaddlePaddle | https://codechina.csdn.net/paddlepaddle/Paddle | | mindspore | https://codechina.csdn.net/mindspore/mindspore | | oneflow | https://codechina.csdn.net/mirrors/Oneflow-Inc/oneflow | ## 数据分析 | 文章名称 | 文章链接 | | ----------------------------------- | ------------------------------------------------------------ | | 数据分析必备的三大能力体系 | http://www.woshipm.com/data-analysis/704497.html | | 数据分析 | https://wiki.mbalib.com/wiki/%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90 | | 7步搞定数据清洗－Python数据清洗指南 | https://zhuanlan.zhihu.com/p/60241672 | ## 向量检索 | 文章名称 | 文章链接 | | ---------------------------------------------------- | ------------------------------------------------- | | 大规模向量检索 | https://zhuanlan.zhihu.com/p/90677337 | | 大数据搜索技术下一站：浅谈向量检索的现状、挑战和未来 | https://www.infoq.cn/article/j3vvye0uhlfdpnc8uyrs | ## 视频分割 | 文章名称 | 文章链接 | | --------------------------------------- | ---------------------------------------------------------- | | ffmpeg_分割一个mp4文件到多个小的mp4文件 | https://blog.csdn.net/S_gy_Zetrov/article/details/88594306 | ## Tensorflow | 文章名称 | 文章链接 | | ---------------------------------------------------------- | ------------------------------------------------------------ | | Train and serve a TensorFlow model with TensorFlow Serving | https://www.tensorflow.org/tfx/tutorials/serving/rest_simple | # 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简介 | https://www.liaoxuefeng.com/wiki/896043488029600/896067008724000 | | 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 | | CODE CHINA平台学习广场之Git | https://blog.csdn.net/csdn_codechina/article/details/116226921 | | Git版本控制UI操作软件 | https://www.gitkraken.com/ | ## 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 | ## Docker | 文章名称 | 文章链接 | | --------------------------------------------- | ------------------------------------------------ | | HOW TO CREATE A DOCKER IMAGE FROM A CONTAINER | https://www.scalyr.com/blog/create-docker-image/ | # 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/ | # Ubuntu专题 | 问题名称 | 问题解决方案 | | ------------------------------------------------------------ | ----------------------------------------------- | | Fix ‘add-apt-repository command not found’ Error on Ubuntu and Debian | sudo apt-get install software-properties-common | # 开源知识 | 文章名称 | 文章链接 | | ------------------------------------------------------------ | ------------------------------------------------------------ | | 开源是什么？--Red Hat | https://www.redhat.com/zh/topics/open-source/what-is-open-source | | 2021年度企业开源现状报告(来自红帽) | https://www.redhat.com/zh/enterprise-open-source-report/2021 | | 2019年中国开源年度报告(中国开源的开发者调查、生态环境报告、深度专题分析) | https://kaiyuanshe.cn/2019-China-Open-Source-Report/investigation.html | | 2020 中国开源年度报告 | https://kaiyuanshe.cn/document/china-os-report-2020/ | | 什么是开源？--Peter | https://zhuanlan.zhihu.com/p/51280896 | | 什么是开源？--Linux中国 | https://zhuanlan.zhihu.com/p/27501070 | | 开源软件及其法律风险 | https://zhuanlan.zhihu.com/p/91071379 | # 稀奇古怪的项目 | 项目名称 | 项目链接 | | --------------------------------------- | ------------------------------------------------- | | WiFi Card(通过打印WIFI二维码，方便登录) | https://codechina.csdn.net/mirrors/bndw/wifi-card | # 课程学习资源 | 项目名称 | 项目链接 | | ------------------------ | ------------------------------------------------------------ | | 浙江大学课程攻略共享计划 | https://codechina.csdn.net/mirrors/QSCTech/zju-icicles | | 名校公开课程评价网 | https://codechina.csdn.net/mirrors/conanhujinming/comments-for-awesome-courses | 有兴趣的可以加一下code china用户交流群 ![](https://maoxianxin1996.oss-accelerate.aliyuncs.com/codechina1/Snipaste_2021-09-13_17-20-47.png)