AI 模型算法

深度学习入门基于 python 的理论

python

ML 入门以及 py 实现，包含许多资源参考：

https://zhuanlan.zhihu.com/p/25761248

https://zhuanlan.zhihu.com/p/112484706

吴 ML 笔记 2014

http://www.ai-start.com/ml2014/

https://mp.weixin.qq.com/s?__biz=MzIwOTc2MTUyMg==&mid=2247507430&idx=2&sn=5d1deb023b009c32cce3d37e37f2efac&chksm=976c787ba01bf16d15432a341cb0733e8012ebf5dc23d7914944d1c1e2731e7a2e4d9a1fb365&scene=21#wechat_redirect

https://blog.csdn.net/weixin_45837404/article/details/128709041

sci py notes

https://wizardforcel.gitbooks.io/scipy-lecture-notes/content/

cs231n

https://cs231n.stanford.edu/

西瓜书

南瓜书

https://datawhalechina.github.io/pumpkin-book/#/

相应视频

https://www.bilibili.com/video/BV1Mh411e7VU?vd_source=bc07d988d4ccb4ab77470cec6bb87b69&spm_id_from=333.788.videopod.episodes&p=9

复杂性思维：

https://wizardforcel.gitbooks.io/think-comp-2e/content/