frites.core.gcmi_1d_cc#

frites.core.gcmi_1d_cc(x, y)[source]#

Gaussian-Copula MI between two continuous variables.

I = gcmi_cc(x,y) returns the MI between two (possibly multidimensional) continuous variables, x and y, estimated via a Gaussian copula.

Parameters
x, ynumpy:array_like

Continuous arrays of shape (n_epochs,) or (n_dimensions, n_epochs)

Returns
ipython:float

Information shared by x and y (in bits)