Neural network implementation for weather forecasting

File description:

• relazione.pdf: a paper for my exam at University of Padua.
• main.py: Python code for pratical application of the neural network.
• main.ipynb: main.py in IPython Notebook (.ipynb).
• neuralnetworkmultilayer.py: code of the neural network.
• preprocessing.py: code for build the model matrix.
• gs.pkl: istance of the grid search from 'main.py' in .pkl format (pickle).
• datasets/padova.csv: data downloaded using WorldWeatherOnline's API.
• datasets/padova_lag.csv: data obtained running 'preprocessing.py'.
• img/: directory where accuracy plot's images are saved.