import time
from datetime import timedelta
if __name__ == "__main__":
print("********************************************************************************")
print("UBitName:prasadde")
print("personNumber:50207353")
print("UBitName:veerappa")
print("personNumber:50247314")
print("UBitName:sarahmul")
print("personNumber:34508498")
print("********************************************************************************")
start_time = time.monotonic()
print('Multi-class Logistic Regression')
LogisticRegression_py.LogisticRegression()
end_time = time.monotonic()
print("Time taken for Multi-class Logistic Regression calculation :","{:.3f}".format(end_time-start_time))
print("********************************************************************************")
start_time = time.monotonic()
print('Single hidden layer neural network using Tensor Flow')
SingleLayerNeuralNetwork_TF.SNN_TF()
end_time = time.monotonic()
print("Time taken for SNN calculation :","{:.3f}".format(end_time-start_time))
print("********************************************************************************")
start_time = time.monotonic()
print('Convolutional neural network using Tensor Flow')
CNN.CNN_TF()
end_time = time.monotonic()
print("Time taken for CNN calculation :","{:.3f}".format(end_time-start_time))
print("********************************************************************************")
