i am trask

A Machine Learning Craftsmanship Blog

Grokking Deep Learning

Anyone Can Learn to Code and Understand Deep Learning

Posted by iamtrask on August 17, 2016

How to Code and Understand DeepMind's Neural Stack Machine

Learning to Transduce with Unbounded Memory

Posted by iamtrask on February 25, 2016

Anyone Can Learn To Code an LSTM-RNN in Python (Part 1: RNN)

Baby steps to your neural network's first memories.

Posted by iamtrask on November 15, 2015

Hinton's Dropout in 3 Lines of Python

How to install Dropout into a neural network by only changing 3 lines of python.

Posted by iamtrask on July 28, 2015

A Neural Network in 13 lines of Python (Part 2 - Gradient Descent)

Improving our neural network by optimizing Gradient Descent

Posted by iamtrask on July 27, 2015