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** [https://www.manning.com/books/deep-learning-with-python Deep Learning with Python] by François Chollet, 2017 (available on safaribooksonline) | ** [https://www.manning.com/books/deep-learning-with-python Deep Learning with Python] by François Chollet, 2017 (available on safaribooksonline) | ||
** [https://github.com/janishar/mit-deep-learning-book-pdf Deep Learning] by Ian Goodfellow and Yoshua Bengio and Aaron Courville | ** [https://github.com/janishar/mit-deep-learning-book-pdf Deep Learning] by Ian Goodfellow and Yoshua Bengio and Aaron Courville | ||
* Deep Learning Glossary | |||
** http://www.wildml.com/deep-learning-glossary/ | |||
** [https://www.quora.com/What-is-an-epoch-in-deep-learning What is an epoch in deep learning?] | |||
= PyTorch = | = PyTorch = | ||
[https://longhowlam.wordpress.com/2018/12/17/an-r-shiny-app-to-recognize-flower-species/ An R Shiny app to recognize flower species] | [https://longhowlam.wordpress.com/2018/12/17/an-r-shiny-app-to-recognize-flower-species/ An R Shiny app to recognize flower species] | ||
Revision as of 22:47, 29 December 2018
Applications
- 人何時走完全未知？美研發AI預測臨終準確度達90％
- 美國FDA首次批准AI醫療儀器上市，能自動即時偵測糖尿病視網膜病變
- 在家養老-科技幫大忙
- 病理研究有新幫手，Google以AR顯微鏡結合深度學習即時發現癌細胞
- This New App Is Like Shazam for Your Nature Photos. Seek App.
- Draw This camera prints crappy drawings of the things you photograph (DIY) with Google's quickdraw.
- What Are Machine Learning Algorithms? Here’s How They Work
- Google的人工智慧開源神器三歲了，它被用在很多你想不到的地方 Nov 2018
TensorFlow
- https://www.tensorflow.org/
- https://tensorflow.rstudio.com/
- R interface to Keras. I followed the instruction for the installation but got an error of illegal operand. The solution is to use an older version of tensorflow; see here. library(keras); install_keras(tensorflow = "1.5") (Ubuntu 16.04, Phenom(tm) II X6 1055T)
- https://rviews.rstudio.com/2018/04/03/r-and-tensorflow-presentations/, Slides
- Deep Learning on Biowulf
- Raspberry Pi
- Books
- Deep Learning with R by François Chollet with J. J. Allaire, 2018. ISBN-10: 161729554X (available on safaribooksonline)
- Deep Learning with Python by François Chollet, 2017 (available on safaribooksonline)
- Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville
- Deep Learning Glossary