turicreate.nearest_neighbors.NearestNeighborsModel — Turi Create API 6.4.1 documentation (original) (raw)
class turicreate.nearest_neighbors. NearestNeighborsModel(model_proxy)¶
The NearestNeighborsModel represents rows of an SFrame in a structure that is used to quickly and efficiently find the nearest neighbors of a query point.
This model cannot be constructed directly. Instead, useturicreate.nearest_neighbors.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
| NearestNeighborsModel.query(dataset[, …]) | For each row of the input ‘dataset’, retrieve the nearest neighbors from the model’s stored data. |
|---|---|
| NearestNeighborsModel.save(location) | Save the model. |
| NearestNeighborsModel.similarity_graph([k, …]) | Construct the similarity graph on the reference dataset, which is already stored in the model. |
| NearestNeighborsModel.summary([output]) | Print a summary of the model. |