This repository contains Python code for performing polynomial regression using gradient descent, implemented with PyTorch, as required for Assignment 1. The code provides functions for polynomial ...

We create the arrays using some functions in the pandas library. X = datas.iloc[:, 1].values Y = datas.iloc[:, 2].values Y = Y[:, np.newaxis] Now we can plot the data using a scatter plot. plt.scatter ...

This paper proposes a set of criteria for function approximators for autonomous agents. Additionally, for those problems on which polynomial regression is a candidate technique, the paper presents an ...