`LECA.active_learning`.InteractiveModel

class LECA.active_learning.InteractiveModel(features, objective)

Bases: object

Gets an initial database. When evaluation data is queryed that is not in the database, the model asks the user to provide that data.

__init__(features, objective)

evaluate(grid, **kwargs)

Evaluate the Interactive Model on provided data points.

Parameters:: grid (np.ndarray) – Data points for which to evaluate the InteractiveModel. Data points can be on a grid or freely chosen.
Returns:: Objective values observed at the grid points.
Return type:: np.ndarray