Devin Soni

Devin Soni

Spiking Neural Networks, the Next Generation of Machine Learning Everyone who has been remotely tuned in to recent progress in machine learning has heard of the current 2nd generation artificial neural networks used for machine learning. These are ge...

Rudy Gilman

Rudy Gilman

Intuitive RL: Intro to Advantage-Actor-Critic (A2C) Reinforcement learning (RL) practitioners have produced a number of excellent tutorials. Most, however, describe RL in terms of mathematical equations and abstract diagrams. We like to think of the...

DeepMind’s General Approach

DeepMind’s General Approach

The 3 Tricks That Made AlphaGo Zero Work There were many advances in Deep Learning and AI in 2017, but few generated as much publicity and interest as DeepMind’s AlphaGo Zero. This program was truly a shocking breakthrough: not only did it beat the p...

Defining fake news

Defining fake news

I trained fake news detection AI with >95% accuracy, and almost went crazy tl;dr — We made a fake news detector with above a 95% accuracy on (a validation set) that uses machine learning and Natural Language Processing that you can download here. In...

 Docker for Data Science

Docker for Data Science

Coming from a statistics background I used to care very little about how to install software and would occasionally spend a few days trying to resolve system configuration issues. Enter the god-send Docker almighty. comments By Sachin Abeywardana, Fo...