Description Sampling functions

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 `k`

,
the number of dimensions to sample. They all return a matrix-like object
containing `n`

rows of `k`

columns of samples.

The main interface to this library is through the
`sample.func`

function.

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