Simple convnet + fcnet model to predict one year's monthly rainfalls from the preceding 5 years.
Python 3.x, Pytorch 0.4.0+, numpy and scipy.
To start the training, simply run:
python example/train-rain.py -a fc
The detailed configurations are presented in example/train-rain.py.
The network gives about 62% average accuracy for the monthly rainfalls (with a threshold error of 150mm).