Before revision:  An illustrative implementation of a standard Gaussian processes regression algorithmis provided . Beyond the standard Gaussian processes regression, existing software packages to implement state-of-the-art Gaussian processes algorithms are reviewed.
After revision:  An illustrative implementation of a standard GPR algorithm . Beyond the standard Gaussian processes regression, existing software packages to implement state-of-the-art Gaussian processes algorithms are reviewed.