In the News
Tougher Turing test exposes chatbots’ stupidity
We have a long way to go if we want virtual assistants to understand us
Germany enlists machine learning to boost renewables revolution
Grids struggle to cope with erratic nature of wind and solar power.
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Learning
10 Papers from ICML and CVPR
Great post listing some of the most interesting presentations and papers from the ICML and CVPR conferences this year.
Applications of Deep Learning
List of applications of Deep Learning, along with links to relevant material and examples
Behind XBox matchmaking
Great post describing Trueskill - the bayesian ranking system behind xbox matchmaking.
Teaching an AI to write Python code with Python code
OK, let’s drop autonomous vehicles for a second. Things are getting serious. This post is about creating a machine that writes its own code. More or less.
Software tools & code
Benchmarks for popular computer vision models
Speed and accuracy tests, featuring the most common convolutional neural networks (VGG, ResNet...) as well as hardware: TITAN X vs 1080
Neural Networks in iOS 10 and macOS
Review of the 2 neural network APIs Apple introduces with iOS10: Basic Neural Network Subroutines (BNNS) and Convolutional Neural Networks (CNN).
Data Gallery by Google
This is an open Data gallery made available by Think with Google, for use in Machine Learning projects and for statistics.
Using Keras and Deep Q-Network to play FlappyBird
200 lines of python code to demonstrate DQN with Keras
Some thoughts
Rectangular countries
Some countries look surprisingly close to a rectangle (Portugal, Turkey...). Ever wondered what countries are the most rectangular ones? Here is an R-based approach to know!
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