/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
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* See the License for the specific language governing permissions and
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*/
package org.apache.commons.math3.ml.neuralnet.sofm;
Provides the learning rate as a function of the number of calls
already performed during the learning task.
Since: 3.3
/**
* Provides the learning rate as a function of the number of calls
* already performed during the learning task.
*
* @since 3.3
*/
public interface LearningFactorFunction {
Computes the learning rate at the current call.
Params: - numCall – Current step of the training task.
Returns: the value of the function at numCall
.
/**
* Computes the learning rate at the current call.
*
* @param numCall Current step of the training task.
* @return the value of the function at {@code numCall}.
*/
double value(long numCall);
}