bwv988/lstm-neural-net-tests

Some tests for applying LSTMs in time series prediction

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.