skqulacs.qkrr.qkrr module

skqulacs.qkrr.qkrr module#

class skqulacs.qkrr.qkrr.QKRR(circuit: LearningCircuit, n_iteration=10)[source]#

Bases: object

class to solve regression problems with kernel ridge regressor with a quantum kernel

fit(x: ndarray[Any, dtype[float64]], y: ndarray[Any, dtype[int64]]) → None[source]#

train the machine. :param x: training inputs :param y: training teacher values

predict(xs: ndarray[Any, dtype[float64]]) → ndarray[Any, dtype[float64]][source]#

predict y values for each of xs :param xs: inputs to make predictions :return: List[int], predicted values of y

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