from Input import Input
from Explorate import Explorate
from Modele import LinearRegression
from Modele import Tree
from Modele import RandomForest
import os
if __name__ == '__main__':
root = os.path.dirname(__file__)
rel_path = "../input/velo.csv"
filename = os.path.join(root, rel_path)
print("1-Lecture des données et traitement")
input = Input(filename)
input.dealWithData()
print("\n\n2-Analyses")
explorate = Explorate(input)
print("\n->-Unidimensionnel")
explorate.unidimensionnel()
print("\n->-Bi Variée")
explorate.biVariee()
print("\n->-Multi Variée")
explorate.multivariee()
print("\n\n3-Modeles")
print("\n\n->-Regression linéaire")
regLin = LinearRegression(input)
regLin.run()
print("\n\n->-Arbre de décision")
