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#
| # | Name | 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. |
Example#
use Rubix\ML\Datasets\Generators\Circle;
$generator = new Circle(0.0, 0.0, 100, 0.1);
Additional Methods#
This generator does not have any additional methods.