EuclideanSpace

class compressed_kde.EuclideanSpace

Bases: Space

N-dimensional euclidean space definition.

Parameters

  • labels ([strings]) – labels for dimensions

  • kernel (Kernel) – Gaussian, Epanechnikov or Box kernel

  • bandwidth (1d array) – bandwidths for default kernel

Methods Summary

grid(vectors, valid, selection)

Constructs grid from vectors for select dimensions.

Methods Documentation

grid(vectors, valid, selection) → Grid

Constructs grid from vectors for select dimensions.

Parameters

  • vectors ([ 1d arrays ]) – A list with for each dimension a list of grid points

  • valid (1d boolean array) – For each grid point in the n-dimensional grid if it is a valid point or not

  • selection ((ndim,) boolean array) – For each dimension if a grid vector is specified

Return type

Grid