org.nd4j.linalg.solvers.api.OptimizerMatrix Maven / Gradle / Ivy
package org.nd4j.linalg.solvers.api;
/**
* Optimizer that handles optimizing parameters. Handles line search
* and all the components involved with early stopping
*/
public interface OptimizerMatrix {
/**
* Run optimize
* @return whether the algorithm converged properly
*/
public boolean optimize();
/**
* Run optimize up to the specified number of epochs
* @param numIterations the max number of epochs to run
* @return whether the algorihtm converged properly
*/
public boolean optimize(int numIterations);
/**
* Whether the algorithm is converged
* @return true if the algorithm converged, false otherwise
*/
public boolean isConverged();
/**
* The default max number of iterations to run
* @param maxIterations
*/
void setMaxIterations(int maxIterations);
/**
* The tolerance for change when running
* @param tolerance
*/
void setTolerance(double tolerance);
}