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Deep Learning Weekly - 🤖 - Issue #91: Neural Machine Translation, Edge TPUs, Deciphering RNAs, Edge TPUs, Differentiable Image Parameterizations, AutoGraph & more...

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Hey and welcome to another week in deep learning! This week, we check how well AI does translation, l
 
August 3 · Issue #91 · View online
Deep Learning Weekly
Hey and welcome to another week in deep learning!
This week, we check how well AI does translation, learn about Google AIs latest service announcements, the role of DL for deciphering ribonucleic acids, and Edge TPUs.
There was a great new publication on differentiable image parametrization, an article that questions the scientificness of deep learning papers, an extensive look at the job of a machine learning practitioner, an overview of reinforcement learning applications, and last but not least, TensorFlow now offers the ability to convert python code to TensorFlow graphs automatically.
As always, we hope you’ll enjoy reading as much as we did and would appreciate you sharing this newsletter with friends and colleagues.
Happy reading and hacking!

Industry
Has AI Surpassed Humans at Translation?
Deep Learning Cracks the Code of Messenger RNAs and Protein-Coding Potential
Empowering Businesses and Developers to do more with AI
Google to let you pop its AI chips into your own computer as of October
Learning
Differentiable Image Parameterizations
Autopsy of a deep learning paper
What do machine learning practitioners actually do?
Applications of Reinforcement Learning in Real World
Libraries & Code
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
AutoGraph converts Python into TensorFlow graphs
A tutorial on using Google Cloud TPUs
Papers & Publications
Motivating the Rules of the Game for Adversarial Example Research
Progressive Neural Architecture Search
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