ace package

ace is a multivariate regression tool that solves alternating conditional expectations.

See full documentation at http://partofthething.com/ace

To use, get some sample data:

from ace.samples import wang04
x, y = wang04.build_sample_ace_problem_wang04(N=200)

and run:

from ace import model
myace = model.Model()
myace.build_model_from_xy(x, y)
myace.eval([0.1, 0.2, 0.5, 0.3, 0.5])

For some plotting (matplotlib required), try:

from ace import ace
ace.plot_transforms(myace.ace, fname = 'mytransforms.pdf')
myace.ace.write_transforms_to_file(fname = 'mytransforms.txt')

Subpackages

Submodules