LSTM Neural Network for Time Series Prediction

LSTM built using the Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data.

Requirements

This is to make it available to run natively on Windows TensorFlow installations (Tutorial on how to install TensorFlow natively on Windows)

Output for sin wave sequential prediction:

Output for stock market multiple sequential predictions:

# lstm-jakob

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
README.md		README.md
Sin Wave Data Generator.xlsx		Sin Wave Data Generator.xlsx
lstm-multiple.ipynb		lstm-multiple.ipynb
lstm-testing.ipynb		lstm-testing.ipynb
lstm.py		lstm.py
lstm.pyc		lstm.pyc
run.py		run.py
sinwave.csv		sinwave.csv
sp500.csv		sp500.csv