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Implemeted gradient descent optimizer.
This should be arma::mat not arma::vec, and you should use both the number of rows and columns to initialize it. Otherwise it will fail if we use an objective function that uses a 2-d matrix instead of a 1-d vector.
Continued lines should be intended two tabs from the previous line, not one :)
Minor bug fixes in Gradient Descent module
Once you fix the constructor to arma::mat so it compiles I think this is ready to merge. :)
Minor fix in gradien descent
Ah I forgot, we should also add something to HISTORY.md to point out that we now have a gradient descent optimizer. :)
Added Gradient Descent in HISTORY file