Artificial Intelligence

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Artificial Intelligence
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Artificial Intelligence 23 Jan 2019, 12:48
Artificial Intelligence 23 Jan 2019, 12:00
The new fast.ai research datasets collection, on AWS Open Data

http://www.fast.ai/2018/10/16/aws-datasets/
Artificial Intelligence 22 Jan 2019, 12:01
Artificial Intelligence 22 Jan 2019, 11:39
Artificial Intelligence 20 Jan 2019, 14:03
Artificial Intelligence 18 Jan 2019, 12:05
Artificial Intelligence 18 Jan 2019, 02:18
Artificial Intelligence 16 Jan 2019, 02:37
Artificial Intelligence 15 Jan 2019, 22:40
Artificial Intelligence 15 Jan 2019, 14:36
Artificial Intelligence 14 Jan 2019, 12:47
Репост из: Machinelearning
Padam: Closing the Generalization gap of adaptive gradient methods in training deep neural networks

https://github.com/yashkant/Padam-Tensorflow
Artificial Intelligence 14 Jan 2019, 12:46
A guide to deep learning in healthcare

Andre Esteva, Alexandre Robicquet, Bharath Ramsundar, Volodymyr Kuleshov, Mark DePristo, Katherine Chou, Claire Cui, Greg Corrado, Sebastian Thrun & Jeff Dean

Nature Medicine
volume 25, pages 24–29 (2019)

Here we present deep-learning techniques for healthcare, centering our discussion on deep learning in computer vision, natural language processing, reinforcement learning, and generalized methods. We describe how these computational techniques can impact a few key areas of medicine and explore how to build end-to-end systems. Our discussion of computer vision focuses largely on medical imaging, and we describe the application of natural language processing to domains such as electronic health record data. Similarly, reinforcement learning is discussed in the context of robotic-assisted surgery, and generalized deep-learning methods for genomics are reviewed.

https://www.nature.com/articles/s41591-018-0316-z
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Artificial Intelligence 14 Jan 2019, 12:45
Artificial Intelligence 13 Jan 2019, 13:16
Репост из: Machinelearning
The Hundred-Page Machine Learning Book

http://themlbook.com/wiki/doku.php
Artificial Intelligence 13 Jan 2019, 13:14
Artificial Intelligence 13 Jan 2019, 13:14
Artificial Intelligence 13 Jan 2019, 13:13
Artificial Intelligence 13 Jan 2019, 13:13
Artificial Intelligence 13 Jan 2019, 13:12