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sales-forecast-lstm

Restaurant sales forecasting with LSTM neural networks

The Jupyter Notebook sales_forecast.ipynb trains a long short-term memory neural network to predict a weekly sales forecast for a restaurant using the given dataset of transactions, sample.txt.

Dependencies

Python 3.6.1 with the following modules:

• pandas 0.20.1
• matplotlib 2.0.2
• numpy 1.13.3
• mlxtend 0.10.0
• scikit-learn 0.19.1
• Keras 2.0.5
• tensorflow 1.3.0