datasets
datasets
Basic datasets for comparison.
Functions
| Name | Description |
|---|---|
| cyclooctane | Load the cyclooctane dataset. |
| disjoint_blobs | Load the disjoint blobs dataset. |
| henneberg | Load the Henneberg surface dataset. |
cyclooctane
datasets.cyclooctane()Load the cyclooctane dataset.
The cyclooctane data set consists of 6040 points in 24-dimensional space sampled from the conformation space of cyclooctane.
Returns
| Name | Type | Description |
|---|---|---|
| np.ndarray | Cyclooctane dataset. |
disjoint_blobs
datasets.disjoint_blobs()Load the disjoint blobs dataset.
This dataset consists of three connected regions in 5-dimensional space with background (out class) points.
Returns
| Name | Type | Description |
|---|---|---|
| tuple[np.ndarray, np.ndarray] | The disjoint blobs dataset. |
henneberg
datasets.henneberg()Load the Henneberg surface dataset.
The Henneberg dataset consists of 5456 points sampled from a singular surface with self-intersections in 3-dimensional space.
Returns
| Name | Type | Description |
|---|---|---|
| np.ndarray | The Henneberg dataset. |