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A Java's Collaborative Filtering library to carry out experiments in research of Collaborative Filtering based Recommender Systems. The library has been designed from researchers to researchers.

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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 org.apache.commons.math3.analysis;

import org.apache.commons.math3.RealFieldElement;

/**
 * An interface representing a univariate real function.
 * 
 * When a user-defined function encounters an error during
 * evaluation, the {@link #value(RealFieldElement) value} method should throw a
 * user-defined unchecked exception.
 * 
 * The following code excerpt shows the recommended way to do that using
 * a root solver as an example, but the same construct is applicable to
 * ODE integrators or optimizers.
 *
 *  * private static class LocalException extends RuntimeException {
 *     // The x value that caused the problem.
 *     private final SomeFieldType x;
 *
 *     public LocalException(SomeFieldType x) {
 *         this.x = x;
 *     }
 *
 *     public double getX() {
 *         return x;
 *     }
 * }
 *
 * private static class MyFunction implements FieldUnivariateFunction<SomeFieldType> {
 *     public SomeFieldType value(SomeFieldType x) {
 *         SomeFieldType y = hugeFormula(x);
 *         if (somethingBadHappens) {
 *           throw new LocalException(x);
 *         }
 *         return y;
 *     }
 * }
 *
 * public void compute() {
 *     try {
 *         solver.solve(maxEval, new MyFunction(a, b, c), min, max);
 *     } catch (LocalException le) {
 *         // Retrieve the x value.
 *     }
 * }
 * 
 *
 * As shown, the exception is local to the user's code and it is guaranteed
 * that Apache Commons Math will not catch it.
 *
 * @param  the type of the field elements
 * @since 3.6
 * @see UnivariateFunction
 */
public interface RealFieldUnivariateFunction> {
    /**
     * Compute the value of the function.
     *
     * @param x Point at which the function value should be computed.
     * @return the value of the function.
     * @throws IllegalArgumentException when the activated method itself can
     * ascertain that a precondition, specified in the API expressed at the
     * level of the activated method, has been violated.
     * When Commons Math throws an {@code IllegalArgumentException}, it is
     * usually the consequence of checking the actual parameters passed to
     * the method.
     */
    T value(T x);
}