README.md
Python专题
爬虫
项目名称 | 项目链接 |
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hihell/python120 | https://codechina.csdn.net/hihell/python120 |
技术路线图
项目名称 | 项目链接 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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10 Must-Know Jupyter Notebook Tricks | https://betterprogramming.pub/10-must-know-jupyter-notebook-tricks-51baea31922 |
Git
Markdown
文章名称 | 文章链接 |
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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/ |