Source

Circle#

Creates a dataset of points forming a circle in 2 dimensions. The label of each sample is the random value used to generate the projection measured in degrees.

Data Types: Continuous

Label Type: Continuous

Parameters#

# Param Default Type Description
1 x 0.0 float The x coordinate of the center of the circle.
2 y 0.0 float The y coordinate of the center of the circle.
3 scale 1.0 float The scaling factor of the circle.
4 noise 0.1 float The amount of Gaussian noise to add to each data point as a ratio of the scaling factor.

Additional Methods#

This generator does not have any additional methods.

Example#

use Rubix\ML\Datasets\Generators\Circle;

$generator = new Circle(0.0, 0.0, 100, 0.1);