├── README.md
├── dataset
    ├── flood_test.csv
    └── flood_train.csv
├── lstm_flood.ipynb
└── sample.PNG


/README.md:
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1 | # A Recurrent Neural Network Exploration
2 | This is an exploration to determine the appropriateness of LSTM Neural Networks for ahead-of-time flood level prediction.
3 | No data for the rain is included, I wanted to test if the LSTM network can follow the general pattern of the water levels based on historical data alone.
4 | 
5 | <img src="https://github.com/cadrev/lstm-flood-prediction/blob/master/sample.PNG" width="300">
6 | 


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/sample.PNG:
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https://raw.githubusercontent.com/cadrev/lstm-flood-prediction/57e725d49b1dce4a70952e1f97bab2d6974046a2/sample.PNG


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