cuml.random_projection

GaussianRandomProjection	Reduce dimensionality through Gaussian random projection.
SparseRandomProjection	Reduce dimensionality through sparse random projection.
johnson_lindenstrauss_min_dim	Find a 'safe' number of components to randomly project to.