abstract class FirstOrderMinimizer[T, DF <: StochasticDiffFunction[T]](val convergenceCheck: ConvergenceCheck[T])(implicit space: NormedModule[T, Double]) extends Minimizer[T, DF] with SerializableLogging
- Companion:
- object
class LBFGS[T]
class LBFGSB
class ProjectedQuasiNewton
class SpectralProjectedGradient[T]
class StochasticAveragedGradient[T]
class StochasticGradientDescent[T]
class AdaDeltaGradientDescent[T]
class L1Regularization[T]
class L2Regularization[T]
class SimpleSGD[T]
Type members
Types
type History
Any history the derived minimization function needs to do its updates. typically an approximation to the second derivative/hessian matrix.
Any history the derived minimization function needs to do its updates. typically an approximation to the second derivative/hessian matrix.