Implement the R^2 metric
Add the R^2 (R-Squared, aka coefficient of determination) metric to declearn.
Discussions from this MR can be followed to see how the backend moved from being loosely-based on the sklearn
implementation to embracing the iterative nature of the computations as part of the declearn Metric API.
Edited by ANDREY Paul