Auto Keras is an OSS project that uses neural architecture search to automatically develop Keras models

GitHub code: https://github.com/jhfjhfj1/autokeras
Paper : https://arxiv.org/abs/1806.10282

Kaggle Tensorflow Speech Recognition Challenge https://towardsdatascience.com/kaggle-tensorflow-speech-recognition-challenge-b46a3bca2501

Speaker Recognition from raw waveform with SincNet

Mirco Ravanelli, Yoshua Bengio : https://arxiv.org/abs/1808.00158

5 implementations of the 'Neural Arithmetic Logic Unit'



Neural networks enhanced with Neural Arithmetic Logic Units (NALU) can learn to track time, perform arithmetic over images of numbers, translate numerical language into real-valued scalars, execute computer code, and count objects in images

https://arxiv.org/abs/1808.00508

GitHub : https://github.com/search?utf8=%E2%9C%93&q=Neural+Arithmetic+Logic+Units&type=
@ArtificialIntelligenceArticles

Keynotes, Talks and Tutorials from "useR 2018" Conference

https://goo.gl/pNPRxS @ArtificialIntelligenceArticles

A GUI for making tensor networks

Try it out here : https://guitenet.github.io
Paper here : https://arxiv.org/abs/1808.00532 @ArtificialIntelligenceArticles

TODAY - How to watch OpenAI Five Benchmark
Stream starts 12:30p PT on Sunday Aug 5; main event at 1:15p PT. Official stream (English): https://www.twitch.tv/openai

https://blog.openai.com/openai-five

Online Adaptative Curriculum Learning for GANs

paper: https://arxiv.org/abs/1808.00020

This is an amazing article that describes deep learning with visuals Intuitively Understanding Convolutions for Deep Learning
https://goo.gl/Shd7r9 @ArtificialIntelligenceArticles

The Best Machine Learning GitHub Repositories & Reddit Threads from July 2018
https://bit.ly/2vblAbc @ArtificialIntelligenceArticles

Over 200 of the Best Machine Learning, NLP, and Python Tutorials — 2018 Edition
https://goo.gl/JBPqCh @ArtificialIntelligenceArticles

Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN

paper: https://arxiv.org/abs/1808.01960 @ArtificialIntelligenceArticles

Must know Information Theory concepts in Deep Learning (AI)
https://towardsdatascience.com/must-know-information-theory-concepts-in-deep-learning-ai-e54a5da9769d

Deep Learning meets Physics: Restricted Boltzmann Machines
https://goo.gl/8uQNcN @ArtificialIntelligenceArticles

Machine Learning in Node.js with TensorFlow.js
https://jamesthom.as/blog/2018/08/07/machine-learning-in-node-dot-js-with-tensorflow-dot-js/

Accelerating progress on important questions in AI safety & security, recent paper "A Dual Approach to Scalable Verification of Deep Networks" being awarded Best Paper at #UAI2018.

A Dual Approach to Scalable Verification of Deep Networks

@ArtificialIntelligenceArticles
paper : https://arxiv.org/abs/1803.06567

How To Start Using TPUs From Google Colab in Few Simple Steps

https://blog.kovalevskyi.com/howto-start-using-tpus-from-google-colab-in-few-simple-steps-fff0fd2cb361

book: model based machine learning => New machine learning book by John Winn, Christopher Bishop, Thomas Diethe

Accessible online for free : https://www.mbmlbook.com/index.html

Awesome interview by Yoshua Bengio on lessons learned from starting academic labs

https://goo.gl/psCMRE

What’s New in Deep Learning Research: Microsoft’s TextWorld is the OpenAI Gym of Language Learning

https://flipboard.com/@flipboard/-whats-new-in-deep-learning-research-mic/f-2209f1e74e%2Ftowardsdata