This repository implements a non-linear regression using zero mean noiseless Gaussian Processes to estimate the function values f(x) = sin(0.5 * x) for x values ranging from -4 to 4. The repository performs below specific operations:
- It plots 10 prior functions in the interval -4 to 4.
- It plots the mean estimate for the non-linear regression and the error curves above and below indicating confidence in the estimate.
- It plots 10 posterior functions sampling the conditional distribution GP(f|D).
