mlinmg / DNN-House-Price-Predictor

Italian House Price Predictor - DNN

This is one of my first project with ML/AI. I built an AI capable of predicting the house prices in Italy.

Installation

Copy this repository on your machine.

git clone https://github.com/mlinmg/DNN-House-Price-Predictor.git

Usage

You can choose to either use the pre-trained model(deep_learning_model.h5) or to train one with your own. If you choose to do so, keep in mind that you have to follow the dasatet structure. with those command:

from keras.saving.save import load_model

# insert your data here
data = yourdata # In the format 

# load the model
model = load_model('deep_learning_model.h5')

# make the prediction 
y_pred = model.predict(insert)

# print the error and the result
print("The cost of the house is:" + str(y_pred))

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT