stanford-cs-230-deep-learning

所属分类:人工智能/神经网络/深度学习
开发工具:Others
文件大小:54367KB
下载次数:0
上传日期:2020-05-20 04:23:57
上 传 者sh-1993
说明:  斯坦福大学cs 230深度学习的VIP备忘单
(stanford-cs-230-deep-learning,VIP cheatsheets for Stanford s CS 230 Deep Learning)

文件列表:
LICENSE (1089, 2020-05-20)
en (0, 2020-05-20)
en\LICENSE (1089, 2020-05-20)
en\cheatsheet-convolutional-neural-networks.pdf (2545508, 2020-05-20)
en\cheatsheet-deep-learning-tips-tricks.pdf (1857752, 2020-05-20)
en\cheatsheet-recurrent-neural-networks.pdf (841285, 2020-05-20)
en\super-cheatsheet-deep-learning.pdf (4707308, 2020-05-20)
fa (0, 2020-05-20)
fa\LICENSE (1089, 2020-05-20)
fa\cheatsheet-convolutional-neural-networks.pdf (2286697, 2020-05-20)
fa\cheatsheet-deep-learning-tips-tricks.pdf (1671081, 2020-05-20)
fa\cheatsheet-recurrent-neural-networks.pdf (600241, 2020-05-20)
fa\super-cheatsheet-deep-learning.pdf (4431447, 2020-05-20)
fr (0, 2020-05-20)
fr\LICENSE (1089, 2020-05-20)
fr\pense-bete-petites-astuces-apprentissage-profond.pdf (1836945, 2020-05-20)
fr\pense-bete-reseaux-neurones-convolutionnels.pdf (2527762, 2020-05-20)
fr\pense-bete-reseaux-neurones-recurrents.pdf (825180, 2020-05-20)
fr\super-pense-bete-apprentissage-profond.pdf (4717210, 2020-05-20)
ja (0, 2020-05-20)
ja\LICENSE (1089, 2020-05-20)
ja\cheatsheet-convolutional-neural-networks.pdf (2660028, 2020-05-20)
ja\cheatsheet-deep-learning-tips-tricks.pdf (1975690, 2020-05-20)
ja\cheatsheet-recurrent-neural-networks.pdf (958786, 2020-05-20)
ja\super-cheatsheet-deep-learning.pdf (4863614, 2020-05-20)
tr (0, 2020-05-20)
tr\LICENSE (1089, 2020-05-20)
tr\cheatsheet-convolutional-neural-networks.pdf (2545339, 2020-05-20)
tr\cheatsheet-deep-learning-tips-tricks.pdf (1862203, 2020-05-20)
tr\cheatsheet-recurrent-neural-networks.pdf (834573, 2020-05-20)
tr\super-cheatsheet-deep-learning.pdf (4693999, 2020-05-20)
vi (0, 2020-05-20)
vi\LICENSE (1089, 2020-05-20)
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# Deep Learning cheatsheets for Stanford's CS 230 Available in [English](https://github.com/afshinea/stanford-cs-230-deep-learning/tree/master/en) - [](https://github.com/afshinea/stanford-cs-230-deep-learning/tree/master/fa) - [Francais](https://github.com/afshinea/stanford-cs-230-deep-learning/tree/master/fr) - [日本語](https://github.com/afshinea/stanford-cs-230-deep-learning/tree/master/ja) - [](https://stanford.edu/~shervine/l/ko/teaching/cs-230/cheatsheet-convolutional-neural-networks) - [Turkce](https://github.com/afshinea/stanford-cs-230-deep-learning/tree/master/tr) - [Tieng Viet](https://github.com/afshinea/stanford-cs-230-deep-learning/tree/master/vi) ## Goal This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 230 Deep Learning course, and include: - **Cheatsheets detailing everything** about convolutional neural networks, recurrent neural networks, as well as the tips and tricks to have in mind when training a deep learning model. - All elements of the above combined in an **ultimate compilation of concepts**, to have with you at all times! ## Content #### VIP Cheatsheets |Illustration|Illustration|Illustration| |:--:|:--:|:--:| |Convolutional Neural Networks|Recurrent Neural Networks|Tips and tricks| #### Super VIP Cheatsheet |Illustration| |:--:| |All the above gathered in one place| ## Website This material is also available on a dedicated [website](https://stanford.edu/~shervine/teaching/cs-230), so that you can enjoy reading it from any device. ## Translation Would you like to see these cheatsheets in your native language? You can help us translating them on [this dedicated repo](https://github.com/shervinea/cheatsheet-translation)! ## Authors [Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) and [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University)

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