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

References | Namespaces | Classes | Enumerations
Stochastic average Gradient Descent Algorithm

Contains classes for computing the Coordinate descent. More...

References

 Batch
 

Namespaces

 daal::algorithms::optimization_solver::coordinate_descent
 Contains classes for computing the Coordinate descent.
 
 daal::algorithms::optimization_solver::coordinate_descent::interface1
 Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 

Classes

struct  Parameter
 Parameter base class for the Coordinate descent algorithm More...
 
class  Input
 Input class for the Coordinate descent algorithm More...
 
class  Result
 Results obtained with the compute() method of the coordinate_descent algorithm in the batch processing mode. More...
 

Enumerations

enum  Method { defaultDense = 0 }
 
enum  SelectionStrategy { cyclic, random }
 

Enumeration Type Documentation

enum Method

Available methods for computing the Coordinate descent

Enumerator
defaultDense 

Default: performance-oriented method

enum SelectionStrategy

Available coordinate selection strategy for computing the Coordinate descent

Enumerator
cyclic 

Cyclic selection of coordinate to be optomized

random 

Random selection of coordinate to be optomized

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