EncodedSpace

class compressed_kde.EncodedSpace

Bases: Space

Constructs one-dimensional encoded space definition.

Their are two call signatures, depending on whether one would like to assign values to each point in the space, or use indices.

EncodedSpace(label, distances, bandwidth)

EncodedSpace(label, points, distances, bandwidth)

Parameters

• label (string) – label for encoded dimension

• points (1d array) – vector of encoded points

• distances ((n,n) array) – matrix of squared distances

• bandwidth (scalar) – Bandwidth for default gaussian kernel

Attributes Summary

use_index

True if using index internally.

Methods Summary

grid(*args, **kwargs)

Constructs grid.

Attributes Documentation

use_index

True if using index internally.

Methods Documentation

grid(*args, **kwargs) → Grid

Constructs grid.

grid(delta)

grid(vector, valid)

The first syntax constructs a grid with regular spacing as determined by the delta argument. The second syntax constructs a grid from a vector of points/indices. Optionally, a boolean vector setting the validity of each grid point can be specified.

Parameters

• delta (int) – Sampling interval for grid.

• vector (1d array) – a vector of grid points

• valid (1d boolean array) – For each grid point if it is a valid point or not

Return type

Grid