The world's largest chip : Cerebras Wafer Scale Engine
A new class of computer system that accelerates artificial intelligence by orders of magnitude beyond the current state of the art - https://www.cerebras.net
#ArtificialIntelligence #DeepLearning #Hardware

Andrew ng :


I’m delighted to announce our first international office in Medellin, Colombia! Landing AI, deeplearning.ai and AI Fund have teams there. AI needs to expand beyond a small handful of hubs like Silicon Valley and Beijing, and I’m bullish about Latin America. See why:

https://medium.com/@andrewng/ai-in-latin-america-announcing-our-first-international-office-in-colombia-ac4e203c1564?source=friends_link&sk=22f7f197049bbeb72489ac25dd6e18ed

Transformers from scratch
Modern transformers are super simple, so they can be explained in a really straightforward manner
Blog by Peter Bloem, with pytorch code : https://peterbloem.nl/blog/transformers
#MachineLearning #PyTorch #Transformers

"Mathematics for Machine Learning"
Book by Marc Peter Deisenroth, A Aldo Faisal, and Cheng Soon Ong : https://mml-book.github.io
#ArtificialIntelligence #MachineLearning #Mathematics

Yoshua Bengio :

Happy to share the CFP for the AI for social good workshop at NeurIPS 2019! Please refer to our site for additional details. Workshop site: https://aiforsocialgood.github.io/neurips2019/cfp.htm … Submission site: https://cmt3.research.microsoft.com/NIPSJWAISG2019 Submission deadline: Sept 6

Data Science Roles: A Classification Problem

https://towardsdatascience.com/data-science-roles-a-classification-problem-ebe6fae10169

Spriteworld: A Flexible, Configurable Reinforcement Learning Environment
Watters et al., 2019, DeepMind : https://github.com/deepmind/spriteworld
#deeplearning #artificialintelligence #reinforcementlearning

Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
tl;dr: GANs are simpler to set up than you think
Blog by Dev Nag : https://medium.com/@devnag/generative-adversarial-networks-gans-in-50-lines-of-code-pytorch-e81b79659e3f
#deeplearning #generativeadversarialnetworks #pytorch

Boundless: Generative Adversarial Networks for Image Extension. https://arxiv.org/abs/1908.07007

Joint Embedding of 3D Scan and CAD Objects. https://arxiv.org/abs/1908.06989

Reinforcement Learning Applications. https://arxiv.org/abs/1908.06973

Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation... https://arxiv.org/abs/1908.06965

Learning Representations and Agents for Information Retrieval. https://arxiv.org/abs/1908.06132

Robustness package
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness
Engstrom et al. : https://github.com/MadryLab/robustness
#artificialintelligence #deeplearning #neuralnetworks

Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
tl;dr: GANs are simpler to set up than you think
Blog by Dev Nag : https://medium.com/@devnag/generative-adversarial-networks-gans-in-50-lines-of-code-pytorch-e81b79659e3f
#deeplearning #generativeadversarialnetworks #pytorch

An Intuitive (and Short) Explanation of Bayes’ Theorem
https://betterexplained.com/articles/an-intuitive-and-short-explanation-of-bayes-theorem/