qiskit.aqua.utils.reduce_dim_to_via_pca

reduce_dim_to_via_pca(x, dim)

Reduce the data dimension via pca

Parameters

• x (numpy.ndarray) – NxD array

• dim (int) – the targeted dimension D’

Returns

NxD’ array

Return type

numpy.ndarray