C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Namespaces
daal::algorithms::optimization_solver Namespace Reference

Contains classes for optimization solver algorithms. More...

Namespaces

 adagrad
 Contains classes for computing the Adaptive gradient descent.
 
 coordinate_descent
 Contains classes for computing the Coordinate descent.
 
 cross_entropy_loss
 Contains classes for computing the Cross-entropy loss objective function.
 
 interface1
 Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 
 iterative_solver
 Contains classes for computing the iterative solver.
 
 lbfgs
 Contains classes for computing the limited memory Broyden-Fletcher-Goldfarb-Shanno algorithm.
 
 logistic_loss
 Contains classes for computing the Logistic loss objective function.
 
 mse
 Contains classes for computing the Mean squared error objective function.
 
 objective_function
 Contains classes for computing the Objective function.
 
 precomputed
 Contains classes for the Objective function with precomputed characteristics.
 
 saga
 Contains classes for computing the Stochastic average gradient descent.
 
 sgd
 Contains classes for computing the Stochastic gradient descent.
 
 sum_of_functions
 Contains classes for computing the Sum of functions.
 

Detailed Description

Contains classes for the Objective function.

Contains classes for computing the Mean squared error objective function.

Contains classes for computing the Logistic loss objective function.

Contains classes for computing the Cross-entropy loss objective function.

For more complete information about compiler optimizations, see our Optimization Notice.