`sklvq.solvers`.SolverBaseClass

class sklvq.solvers.SolverBaseClass(objective: ObjectiveBaseClass)[source]

Solver base class

Abstract class for implementing solvers. Provides abstract methods with expected calls signatures.

See also

SteepestGradientDescent, WaypointGradientDescent, AdaptiveMomentEstimation
BroydenFletcherGoldfarbShanno, LimitedMemoryBfgs

abstract solve(data: np.ndarray, labels: np.ndarray, model: LVQBaseClass) → None[source]

Solve updates the model it is given and does not return anything.

Parameters:

datandarray of shape (number of observations, number of dimensions): The data.
labelsndarray of size (number of observations): The labels of the samples in the data.
modelLVQBaseClass: The initial model that will also hold the final result

Examples using `sklvq.solvers.SolverBaseClass`

Solvers