Mini-project 4

In this project, you will develop an MLP (i.e., multi-layer perceptron) neural network using the

data in miniproject3 to predict house price. You can use Keras or Pytorch.

You need to show the following steps:

(1) create a training set and a validation set from the original training set

(2) define the MLP

(3) during training: fit the MLP on the training set and measure the regression error on the

validation set

(4) evaluate the MLP on the test set

(5) visualize the result