LSTM built using the Keras Python package to predict time series steps and sequences. Includes sine wave and stock market data.
Full article write-up for this code
Video on the workings and usage of LSTMs and run-through of this code
Install requirements.txt file to make sure correct versions of libraries are being used.
- Python 3.5.x
- TensorFlow 1.10.0
- Numpy 1.15.0
- Keras 2.2.2
- Matplotlib 2.2.2
Output for sine wave sequential prediction:
Output for stock market multi-dimensional multi-sequential predictions:
