OneHotObjectiveFunction

class OneHotObjectiveFunction(X, y, neural_network, loss)[स्रोत]

आधार: ObjectiveFunction

An objective function for one hot encoding representation of the output. For instance, classes like [1, 0, 0], [0, 1, 0], [0, 0, 1].

मापदण्ड:
  • X (ndarray) -- The input data.

  • y (ndarray) -- The target values.

  • neural_network (NeuralNetwork) -- An instance of an quantum neural network to be used by this objective function.

  • loss (Loss) -- A target loss function to be used in training.

Methods

gradient(weights)

Computes gradients of this objective function given weights.

objective(weights)

Computes the value of this objective function given weights.