Provides a solution for the given optimization problem
Provides a solution for the given optimization problem
A Dataset of LabeledVector (input, output) pairs
The initial weight that will be optimized
A Vector of weights optimized to the given problem
Creates a DataSet with one zero vector.
Creates a DataSet with one zero vector. The zero vector has dimension d, which is given by the dimensionDS.
DataSet with one element d, denoting the dimension of the returned zero vector
DataSet of a zero vector of dimension d
Creates initial weights vector, creating a DataSet with a WeightVector element
Creates initial weights vector, creating a DataSet with a WeightVector element
An Option that may contain an initial set of weights
The data for which we optimize the weights
A DataSet containing a single WeightVector element
Base class for optimization algorithms