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Conformal AI package, including all data IO, transformations, machine learning models and predictor classes. Without inclusion of chemistry-dependent code.

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/*
 * Copyright (C) Aros Bio AB.
 *
 * CPSign is an Open Source Software that is dual licensed to allow you to choose a license that best suits your requirements:
 *
 * 1) GPLv3 (GNU General Public License Version 3) with Additional Terms, including an attribution clause as well as a limitation to use the software for commercial purposes.
 *
 * 2) CPSign Proprietary License that allows you to use CPSign for commercial activities, such as in a revenue-generating operation or environment, or integrate CPSign in your proprietary software without worrying about disclosing the source code of your proprietary software, which is required if you choose to use the software under GPLv3 license. See arosbio.com/cpsign/commercial-license for details.
 */
package com.arosbio.ml.sampling;

import java.util.Iterator;
import java.util.NoSuchElementException;

public interface TrainSplitGenerator extends Iterator{

	/**
	 * Get a specific {@link com.arosbio.ml.sampling.TrainSplit TrainSplit} for a given index, should not interfere with the {@link #hasNext()} or {@link #next()} methods 
	 * @param index The index [0,max num indexes)
	 * @return The {@link com.arosbio.ml.sampling.TrainSplit TrainSplit} for the given {@code index}, i.e. starts with index 0
	 * @throws NoSuchElementException If index was out of accepted limits
	 */
	public TrainSplit get(int index) throws NoSuchElementException;
	
	public int getMaxSplitIndex();
	
	public int getMinSplitIndex();
}




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