Long Short Term Memory Neural Networks and Time Series Data

Quick explorations on applying LSTMs to time series data using Keras.

Slides and further explanations are in the slides/ folder.

View on Slideshare: https://www.slideshare.net/RalphSchlosser/lstm-tutorial

Quickstart

Run and fork on Kaggle

https://www.kaggle.com/ternaryrealm/lstm-time-series-explorations-with-keras

View Notebook in GitHub

https://github.com/bwv988/lstm-neural-net-tests/blob/master/notebooks/notebook.ipynb

Run and edit locally

This executes in Kaggle's Python container. Downloading the container will take some time. ;)

docker-compose up

Navigate to: http://localhost:28889/notebooks/notebook.ipynb

Links

See Notebook.