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Deep Learning Weekly - 🤖 - Issue #42: OpenAI Baselines, Alpha Go in context, two new data sets and awesome Pix2Code

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Hiya folks, we are back after a short break to bring you an awesome collection of deep learning news
 
June 1 · Issue #42 · View online
Deep Learning Weekly
Hiya folks,
we are back after a short break to bring you an awesome collection of deep learning news and resources. This week OpenAI drops a collection of RL algorithms, Andrej Karpathy explains Alpha Go in context, pix2code showcases a stunning application of deep learning and you’ll find two high-quality data sets in this issue.

Happy reading and hacking.
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Industry
ICML Accepted Papers Institution Stats
Under The Hood Of Google’s TPU2 Machine Learning Clusters
Apple Is Working on a Dedicated Chip to Power AI on Devices
Learning
A16Z AI Playbook
AlphaGo, in context by Andrej Karpathy
Convolutional Methods for Text
CycleGAN
Libraries & Code
OpenAI Baselines: High Quality Implementations of Reinforcement Learning Algorithms
Real-time object detection with YOLO
Deep-Image-Analogy: Visual Attribute Transfer through Deep Image Analogy.
pix2code: Generating Code from a Graphical User Interface Screenshot
Datasets
The Behance Artistic Media Dataset
Mapillary - Crowdsourced Street Photos
Papers & Publications
On-the-fly Operation Batching in Dynamic Computation Graphs
The Marginal Value of Adaptive Gradient Methods in Machine Learning
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