/LSTM_Networks

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

Primary LanguageJupyter Notebook

LSTM_Networks

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

Overview

This is the code for this video on Youtube by Siraj Raval as part of the Math of Intelligence course. This is an LSTM (long short term memory) network built using just numpy. LSTM's are an improvement to recurrent networks, able to remember long range dependencies.

Dependencies

  • numpy

Install dependencies using pip

Usage

Type jupyter notebook into terminal and the code will pop up in your browser.

Install jupyterhere.

Credits

Credits for the code go to kevin-bruhwiler. I've merely created a wrapper to get people started.