Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……
| Date | Stars |
|---|---|
| 2026-07-24 | 426 |
| 2026-07-25 | 426 |
| 2026-07-28 | 426 |
| 2026-07-30 | 426 |
| 2026-07-31 | 426 |
| 2026-08-06 | 426 |
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[](https://github.com/GokuMohandas/practicalAI/blob/master/LICENSE) [](http://hits.dwyl.io/Robinwho/Deep-Learning) [](https://travis-ci.org/Wechat-Group/WxJava) # TIPS - 🔥🔥🔥🔥🔥🔥🔥🔥 因工作繁忙，更新有延迟。公众号【久哥传奇】更方便 🔥🔥🔥🔥🔥🔥🔥🔥 - 🔥🔥🔥🔥🔥🔥🔥🔥 欢迎大家关注留言，工作生活随想，与大家交流 🔥🔥🔥🔥🔥🔥🔥🔥  # Deep Learning【精选更新】 - 🔥 New：[10款推荐系统仿真器（模拟平台）汇总和点评](https://blog.csdn.net/baishuiniyaonulia/article/details/113914843) - - 🔥 New：[不怕学不够，只怕不够学：这份MIT最新深度学习入门公开课请收好](https://mp.weixin.qq.com/s/ADWu9IL3PTBkwXLckuxAig) - 🔥 New：[如何规划和启动你的ML/DL项目](https://blog.floydhub.com/structuring-and-planning-your-machine-learning-project/) - 🔥 New：[马斯克星链正式上线！装个UFO ，来测星链互联网下载速度](https://mp.weixin.qq.com/s/14Ehw3GIxx4VEMJy0W2igQ) - 🔥 New：[吴恩达直击灵魂叩问：AI社区最亟待解决的问题是什么？](https://mp.weixin.qq.com/s/XzihLduiM-vMJWrNte189g) - 🔥 New：本期新增神经网络与深度学习、ArXiv论文及代码、深度学习速查表及笔试面试精选等内容 ## 一 Python篇 ### 基础环境 - 📦 Anaconda * [最省心的Python版本和第三方库管理——初探Anaconda](https://zhuanlan.zhihu.com/p/25198543) ### 开发语言 * [从0到1，Python Web开发的进击之路](https://zhuanlan.zhihu.com/p/25038203) * [从0到1，Python异步编程的演进之路](https://zhuanlan.zhihu.com/p/25228075) * [国外著名python在线编程学习网站](https://www.codecademy.com/) * [国内Python在线学习网站](http://www.runoob.com/python/python-tutorial.html) * [以撸代码的形式学习Python](https://github.com/xianhu/LearnPython) * 🔥 New:[Move: A Language With Programmable Resources](https://developers.libra.org/docs/assets/papers/libra-move-a-language-with-programmable-resources.pdf) ### 实例练习 * [天猫双12爬虫（福利：266万条商品数据免费下载）](https://zhuanlan.zhihu.com/p/24312829) * [新浪微博爬虫分享（一天可抓取 1300 万条数据）](http://blog.csdn.net/bone_ace/article/details/50903178) * [如何用100行Python代码做出魔性声控游戏“八分音符酱”](https://zhuanlan.zhihu.com/p/25499306) * [50行代码爬网页图片一例](https://zhuanlan.zhihu.com/p/28680797) * 🔥 New:[Libra -- My First Transaction](https://developers.libra.org/docs/my-first-transaction) ### 爬虫框架 * [Scrapy, a fast high-level web crawling & scraping framework for Python.](https://github.com/scrapy/scrapy) * [admin ui for scrapy/open source scrapinghub](https://github.com/DormyMo/SpiderKeeper) * [Visual scraping for Scrapy](https://github.com/scrapinghub/portia) * [简单易用的Python爬虫框架](https://github.com/xianhu/PSpider) * [数据科学家的完整学习路径（Python版）](https://zhuanlan.zhihu.com/p/23229114) ## 二 深度学习篇 ### 深度学习 📚 * [【经典】机器学习必看的5张图](https://zhuanlan.zhihu.com/p/37288569) *机器学习全景图* * [🔥深度学习/机器学习必备速查表](https://github.com/kailashahirwar/cheatsheets-ai) *11767 top stars* * [神经网络与深度学习导引（吴恩达）](https://zhuanlan.zhihu.com/p/29045731) * [🔥【入门推荐】10行命令感受机器学习的神奇（0基础小白适用）](https://zhuanlan.zhihu.com/p/27303650) * [深度学习入门信息汇总-知乎](https://www.zhihu.com/question/26006703) * [如何用70行Java代码实现深度神经网络算法](http://geek.csdn.net/news/detail/56086) * [【经典书籍】Deep Learning Book Chinese Translation](https://github.com/exacity/deeplearningbook-chinese) * [驾驭AI：好的数据集是成功的一半](https://zhuanlan.zhihu.com/p/33782177) *如何迈出第一步* * [快速搭建有趣的人工智能应用](https://zhuanlan.zhihu.com/p/33378716) *未充分训练的模型* * [Google Cloud AutoML初体验](https://zhuanlan.zhihu.com/p/33112756) *解决人工智能和机器学习的高门槛，降低高使用成本* * [卷积神经网络简介](https://zhuanlan.zhihu.com/p/25249694) ### 算法概述 * [机器学习基础算法](https://exacity.github.io/deeplearningbook-chinese/Chapter5_machine_learning_basics/) *(线性回归、容量/过拟合/欠拟合、最大似然估计、偏差和方差、贝叶斯统计、监督学习算法、无监督学习算法、随机梯度下降、正则化等)* * [随机森林算法概述](http://www.cnblogs.com/maybe2030/p/4585705.html) * [BP神经网络算法概述](http://blog.csdn.net/zhongkejingwang/article/details/44514073) * [监督机器学习的优化方法：从线性模型到深度学习](https://arxiv.org/abs/1706.10207) * [Adam：随机优化的一种方法](https://arxiv.org/abs/1412.6980) * [训练神经网络的5种算法](https://www.neuraldesigner.com/blog/5_algorithms_to_train_a_neural_network) ### 在线课程 🎥 *(推荐Michael Nielsen及吴恩达视频课程，内容深入浅出。其中1是网易免费版，尚无习题，如需要可在链接2注册获取。)* * [🔥Michael Nielsen:Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com/index.html) *
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:dd192ad7775c774e, topic:deep-learning, topic:neural-network, topic:tensorflow