cayleypy.Predictor

class cayleypy.Predictor

Estimates distance from central state to given states.

__init__(graph: CayleyGraph, models_or_heuristics)

Initializes Predictor.

Parameters:

• graph – Associated CayleyGraph object.

• models_or_heuristics –

  One of the following:

  • ”zero” - will use predictor that returns 0 for any state.

  • ”hamming” - will use Hamming distance from central state.

  • torch.nn.Module - will use given neural network model.

  • Any object that has “predict” method (e.g. sklearn models).

  • Any callable object.

Methods

__init__(graph, models_or_heuristics)

Initializes Predictor.