plot_point_cloud¶
-
gtda.plotting.
plot_point_cloud
(point_cloud, dimension=None, plotly_params=None)[source]¶ Plot the first 2 or 3 coordinates of a point cloud.
Note: this function does not work on 1D arrays.
- Parameters
point_cloud (ndarray of shape (n_samples, n_dimensions)) – Data points to be represented in a 2D or 3D scatter plot. Only the first 2 or 3 dimensions will be considered for plotting.
dimension (int or None, default:
None
) – Sets the dimension of the resulting plot. IfNone
, the dimension will be chosen between 2 and 3 depending on the shape of point_cloud.plotly_params (dict or None, optional, default:
None
) – Custom parameters to configure the plotly figure. Allowed keys are"trace"
and"layout"
, and the corresponding values should be dictionaries containing keyword arguments as would be fed to theupdate_traces
andupdate_layout
methods ofplotly.graph_objects.Figure
.
- Returns
fig – Figure representing a point cloud in 2D or 3D.
- Return type
plotly.graph_objects.Figure
object