Forecasting Avian Migration Patterns using a Deep Bidirectional RNN Augmented with an Auxiliary Task

Datasets

Datasets can be downloaded from the links described in the paper.

Dependencies

Tensorflow==1.5.0.
Keras==2.1.2.
Python==3.5.4.
scikit-learn==0.19.1.
statsmodels==0.6.1.
scipy==1.1.0.
seaborn==0.8.1.
scikit-learn==0.19.1.
pandas==0.18.1.
numpy==1.16.1.
matplotlib==1.5.1.