frites.core.mi_mixture_1d_gd#
- frites.core.mi_mixture_1d_gd(x, y)[source]#
Mutual information between a Gaussian and a discrete variable in bits.
This method evaluate MI from a Gaussian mixture. I = mi_mixture_gd(x,y) returns the MI between the (possibly multidimensional)
- Parameters
- x, ynumpy:array_like
Gaussian arrays of shape (n_epochs,) or (n_dimensions, n_epochs). y must be an array of integers
- Returns
- i
python:float Information shared by x and y (in bits)
- i