This Python package is a library with implementations of some optimization techniques. Current content is shown in the below table:

Of course, just one function is not that much...

pip install optimiser

All functions from the package (especially, those of them that are designed for end users) have a built-in documentation that describes every argument. To read it, look at a docstring or, alternatively, run from Python shell a command like this one:

help(optimize_with_crossentropy_method)