Deep Learning Weekly - Issue #28: Deploying at scale, Quantum Physics, GANs in PyTorch and more...

Revue
 
Last week we saw some great talks from Facebooks Machine Learning @Scale 2017 conference, deep learni
 
February 15 - Issue #28
Deep Learning Weekly
Last week we saw some great talks from Facebooks Machine Learning @Scale 2017 conference, deep learning making its way into quantum physics, well written articles on TensorFlow, GANs and GANs in PyTorch. If you want to get your hands dirty, Amazon has just published a new AMI and Yahoo simplifies TensorFlow on Spark. After that you can read the latest papers on face photo synthesis and CNNs vs RNNs in NLP or checkout DeepMinds article on agent cooperation.
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Happy reading, coding and thinking and see you next week!

Industry
Machine Learning @Scale 2017 Recap
AI learns to solve quantum state of many particles at once
Applying machine learning to physics could be the way to build the first quantum computer
The Future of Artificial Intelligence
General AI Challenge
Learning
TensorFlow HowTo: A Universal Approximator Inside a Neural Net
Abusing Generative Adversarial Networks to Make 8-bit Pixel Art
Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
Libraries & Code
Open Sourcing TensorFlowOnSpark
The AWS Deep Learning AMI, Now with Ubuntu
Papers & Publications
Understanding Agent Cooperation
Comparative Study of CNN and RNN for Natural Language Processing
Attribute-Controlled Face Photo Synthesis from Simple Line Drawing
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