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examples::stochastic_gradient_descent Namespace Reference

Classes

struct  DataPoint
 Model for one point consisting of a d-dimensional position and a label. More...
 
struct  GradientResult
 
class  LeastSquaresGradient
 
class  StochasticGradientDescent
 
struct  SumResult
 

Typedefs

template<size_t D>
using Vector = thrill::common::Vector< D, double >
 
using VVector = thrill::common::VVector< double >
 

Functions

template<typename Vector >
std::ostream & operator<< (std::ostream &os, const DataPoint< Vector > &p)
 

Typedef Documentation

using Vector = thrill::common::Vector<D, double>

Definition at line 34 of file stochastic_gradient_descent.hpp.

Definition at line 36 of file stochastic_gradient_descent.hpp.

Function Documentation

std::ostream& examples::stochastic_gradient_descent::operator<< ( std::ostream &  os,
const DataPoint< Vector > &  p 
)

Definition at line 51 of file stochastic_gradient_descent.hpp.