HousingNeuralNet

Neural network regression model for California housing data using Tensorflow

Run instructions

Run the following command to train the DNNRegressor:

python housing_neural_net.py t

Run the following command to use a previously trained model to predict RMSE:

python housing_neural_net.py p

Prerequisites

• Python 3
• Python 3 Pip

Dependencies

To install all dependencies using Python 3 Pip, run the following commands:

pip install numpy

pip install pandas

pip install tensorflow

pip install matplotlib

pip install sklearn

pip install IPython

pip install scipy