hivemall.model.IWeightValue Maven / Gradle / Ivy
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/*
* 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, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package hivemall.model;
import hivemall.utils.lang.Copyable;
import javax.annotation.Nonnegative;
public interface IWeightValue extends Copyable {
public enum WeightValueType {
NoParams, ParamsF1, ParamsF2, ParamsF3, ParamsCovar;
}
WeightValueType getType();
float getFloatParams(@Nonnegative int i);
float get();
void set(float weight);
boolean hasCovariance();
float getCovariance();
void setCovariance(float cov);
float getSumOfSquaredGradients();
void setSumOfSquaredGradients(float value);
float getSumOfSquaredDeltaX();
void setSumOfSquaredDeltaX(float value);
float getDelta();
void setDelta(float value);
float getSumOfGradients();
void setSumOfGradients(float value);
float getM();
void setM(float value);
float getV();
void setV(float value);
/**
* @return whether touched in training or not
*/
boolean isTouched();
void setTouched(boolean touched);
short getClock();
void setClock(short clock);
byte getDeltaUpdates();
void setDeltaUpdates(byte deltaUpdates);
}
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