foxes.core.PointDataModelList.calculate(algo, mdata, fdata, tdata, parameters=None)[source]

The main model calculation.

This function is executed on a single chunk of data, all computations should be based on numpy arrays.

Parameters

algo: foxes.core.Algorithm

The calculation algorithm

mdata: foxes.core.MData

The model data

fdata: foxes.core.FData

The farm data

tdata: foxes.core.TData

The target point data

parameters: list of dict, optional

A list of parameter dicts, one for each model

Returns

results: dict

The resulting data, keys: output variable str. Values: numpy.ndarray with shape (n_states, n_targets, n_tpoints)