Code repository for my master's thesis: Data-driven River Flow Routing Using Deep Learning: Predicting Flow along the Lower Orange River, Southern Africa.

1. Use Python 3.6.2
2. Install python pip install -r requirements.txt
3. Follow additional steps as defined on Tensorflow website to enable GPU support.
4. Change directory to model
5. Run train_nn.py.
6. Results will be saved in model/results directory.

To run other model variations uncomment the appropriate line in train_nn.py script.