turicreate.graph_coloring.GraphColoringModel — Turi Create API 6.4.1 documentation (original) (raw)
class turicreate.graph_coloring. GraphColoringModel(model)¶
A GraphColoringModel object contains color ID assignments for each vertex and the total number of colors used in coloring the entire graph.
The coloring is the result of a greedy algorithm and therefore is not optimal. Finding optimal coloring is in fact NP-complete.
Below is a list of queryable fields for this model:
| Field | Description |
|---|---|
| graph | A new SGraph with the color id as a vertex property |
| training_time | Total training time of the model |
| num_colors | Number of colors in the graph |
This model cannot be constructed directly. Instead, useturicreate.graph_coloring.create() to create an instance of this model. A detailed list of parameter options and code samples are available in the documentation for the create function.
Methods
| GraphColoringModel.name() | Returns the name of the model. |
|---|---|
| GraphColoringModel.save(location) | Save the model. |
| GraphColoringModel.summary([output]) | Print a summary of the model. |