March 2017 – Navacron

Evolutionary Strategies to Play Atari Games OpenAi Blog

Alternate to Deep Reinforcement Learning

https://blog.openai.com/evolution-strategies/

Getting Started Deep Learning Amazon EC2 GPU

Added a setup guide to using GPU on Amazon EC2

https://github.com/navacron/deeplearning/tree/master/ec2

PyTorch Deep Learning Neural Network and Chain Rule Tutorial

I have release ipython tutorial notebooks for neural network using pytorch. Pytorch is implementation of torch in python released by Facebook. This is what is being used in the Deep Learning course that I am taking at NYU, taught by professor Yann Lecun

https://github.com/navacron/deeplearning/tree/master/pytorch

This uses the autograd feature that is unique to pytoch and torch (not available in tensorflow). This is pytorch version of cs231n http://cs231n.github.io/neural-networks-case-study/