logarithmic¶
-
hyppo.tools.
logarithmic
(n, p, noise=False)¶ Logarithmic simulation.
Logarithmic (X,Y)∈Rp×Rp: ϵ∼N(0,Ip),
X∼N(0,Ip)Y|d|=2log2(|X|d||)+3κϵ|d| for d=1,...,p- Parameters
- Returns
x,y (
ndarray
) -- Simulated data matrices.x` and ``y
have shapes(n, p)
and(n, p)
where n is the number of samples and p is the number of dimensions.