optim.functions: A collection of standard optimization functions along with a standard interface to call and sample those functions.
The sampling functions all need to have a standard interface. They all must
take 2 parameters:
n, the number of samples to generate and
the number of dimensions to sample. They all return a matrix-like object
n rows of
k columns of samples.
The main interface to this library is through the
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