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lstm_forecast
mltrev23/lstm_forecast
lstm_forecast is a machine learning model from mltrev23. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras.
LSTM built using the Keras Python package to predict time series steps and sequences. Includes sine wave and stock market data.
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At a glance
- Library
- keras
- Access
- Public
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024
- SHA
- 5eeb7eae
Model card
From the Hugging Face model README
LSTM Neural Network for Time Series Prediction
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
Requirements
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:
- Library
- keras
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024