| from HousePricePrediction import Model | |
| from utils import utils | |
| from tensorflow.keras.optimizers import Adam | |
| model = Model() | |
| txtPath = r'/home/alifathi/Documents/AI/Git/House price prediction/Data/HousesInfo.txt' | |
| imgPath = r'/home/alifathi/Documents/AI/Git/House price prediction/Data/house_dataset' | |
| util = utils(txtPath = txtPath,imagePath=imgPath) | |
| const = util.const | |
| model.compile(loss = 'mse',metrics = ['mse'],optim = Adam(learning_rate = 0.01)) | |
| Hist = model.train(1,512,[util.image[3],util.txtFeatur],util.label) | |
| model.plotHistory(Hist) |