Forecasting dengue cases in Metro Manila, Philippines using RNNs

This repo aims to forecast dengue cases in Metro Manila, Philippines using RNNs. All related info are located on run.py.

The following are needed to run this repo:

1. Pandas
2. Keras
3. NumPy
4. scikit-learn
5. TensorFlow (GPU version recommended)

To run the code:

1. cd <source_directory>
2. python3 run.py

Data specifications:

1. Data are from the Philippine Department of Health.
2. Temporal range: January 2008 to March 2016
3. Temporal resolution: Weekly