repo stringlengths 1 191 ⌀ | file stringlengths 23 351 | code stringlengths 0 5.32M | file_length int64 0 5.32M | avg_line_length float64 0 2.9k | max_line_length int64 0 288k | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/SCWTest.java |
package jsat.classifiers.linear;
import java.util.Random;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.DataPointPair;
import jsat.utils.random.RandomUtil;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
im... | 2,022 | 23.373494 | 107 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/SDCATest.java | package jsat.classifiers.linear;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.datatransform.LinearTransform;
import jsat.datatransform.PNormNormalization;
import jsat.linear.*;
import jsat.... | 13,439 | 37.956522 | 155 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/SMIDASTest.java | package jsat.classifiers.linear;
import java.util.Random;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.DataPointPair;
import jsat.utils.random.RandomUtil;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
imp... | 2,241 | 23.637363 | 102 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/STGDTest.java | package jsat.classifiers.linear;
import java.util.Random;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.utils.random.RandomUtil;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
import static org.junit.Assert.*;
/**
... | 2,055 | 22.906977 | 100 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/StochasticMultinomialLogisticRegressionTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.linear;
import java.util.Random;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.exceptions.UntrainedModelException;
import jsat.utils.random.RandomUtil;
import org.junit.After... | 2,617 | 23.240741 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/ALMA2KTest.java | package jsat.classifiers.linear.kernelized;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.ClassificationModelEvaluation;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils... | 3,121 | 26.385965 | 109 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/BOGDTest.java | package jsat.classifiers.linear.kernelized;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.distributions.kernels.RBFKernel;
import jsat.lossfunctions.HingeLoss;
import jsat.utils.SystemInfo;
... | 3,587 | 28.409836 | 111 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/CSKLRBatchTest.java | package jsat.classifiers.linear.kernelized;
import java.io.ByteArrayInputStream;
import java.io.ByteArrayOutputStream;
import java.io.ObjectInputStream;
import java.io.ObjectOutputStream;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifi... | 5,044 | 31.548387 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/CSKLRTest.java | package jsat.classifiers.linear.kernelized;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.ClassificationModelEvaluation;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils... | 3,351 | 26.933333 | 109 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/DUOLTest.java |
package jsat.classifiers.linear.kernelized;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.ClassificationModelEvaluation;
import jsat.distributions.kernels.RB... | 3,032 | 25.840708 | 109 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/ForgetronTest.java |
package jsat.classifiers.linear.kernelized;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import jsat.utils.random.RandomUtil;
import jsat.utils.random... | 4,266 | 29.697842 | 112 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/KernelPointTest.java | package jsat.classifiers.linear.kernelized;
import jsat.distributions.kernels.KernelPoint;
import static java.lang.Math.*;
import java.util.List;
import java.util.Random;
import jsat.distributions.kernels.LinearKernel;
import jsat.distributions.multivariate.NormalM;
import jsat.linear.*;
import jsat.linear.distancemet... | 13,504 | 35.401617 | 126 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/KernelSGDTest.java | package jsat.classifiers.linear.kernelized;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.distributions.kernels.KernelPoint;
import jsat.distributions.kernels.RBFKernel;
... | 6,322 | 32.994624 | 146 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/OSKLTest.java | package jsat.classifiers.linear.kernelized;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import jsat.utils.random.RandomUtil;
import jsat.utils.random.... | 3,646 | 28.41129 | 109 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/linear/kernelized/ProjectronTest.java | package jsat.classifiers.linear.kernelized;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import jsat.utils.random.RandomUtil;
import jsat.utils.random.... | 4,254 | 29.833333 | 109 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/BackPropagationNetTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.neuralnetwork;
import java.util.EnumSet;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.TestTools;
import jsat.classif... | 2,883 | 26.207547 | 110 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/DReDNetSimpleTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.neuralnetwork;
import java.util.EnumSet;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.TestTools;
import jsat.classif... | 2,845 | 25.849057 | 110 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/LVQLLCTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 3,932 | 28.133333 | 105 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/LVQTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 4,567 | 29.453333 | 114 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/PerceptronTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.neuralnetwork;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataS... | 2,397 | 24.510638 | 104 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/RBFNetTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.neuralnetwork;
import java.util.EnumSet;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationData... | 5,826 | 33.892216 | 127 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/neuralnetwork/SOMTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 3,409 | 26.063492 | 105 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/DCDTest.java | package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.DataPointPair;
import jsat.utils.SystemInfo;
import jsat.utils.random.RandomUtil;
... | 3,195 | 27.792793 | 104 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/DCDsTest.java | package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.DataPointPair;
import jsat.regression.RegressionDataSet;
import jsat.utils.SystemI... | 5,363 | 26.649485 | 108 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/DCSVMTest.java | package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import org.junit.After;
import ... | 3,915 | 31.363636 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/LSSVMTest.java | package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.*;
import jsat.distributions.kernels.RBFKernel;
import jsat.regression.RegressionDataSet;
import jsat.utils.SystemInfo;
import js... | 6,663 | 29.429224 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/PegasosKTest.java |
package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import org.junit.After;
import... | 2,314 | 26.235294 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/PegasosTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import... | 1,869 | 22.974359 | 108 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/PlattSMOTest.java | package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.DataPoint;
import jsat.datatransform.DataTransform;
import jsat.distributions.kern... | 8,492 | 31.665385 | 125 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/SBPTest.java |
package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import org.junit.After;
import... | 2,280 | 26.154762 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/SVMnoBiasTest.java | package jsat.classifiers.svm;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.FixedProblems;
import jsat.classifiers.ClassificationDataSet;
import jsat.distributions.kernels.RBFKernel;
import jsat.utils.SystemInfo;
import jsat.utils.random.XORWOW... | 3,372 | 30.820755 | 126 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/extended/AMMTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 3,568 | 26.037879 | 108 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/svm/extended/CPMTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 3,049 | 27.240741 | 108 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/DecisionStumpTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.classifiers.trees;
import java.util.Arrays;
import java.util.Random;
import java.util.concurrent.Executors;
import jsat.utils.GridDataGenerator;
import jsat.utils.IntSet;
import jsat.utils.SystemInfo;
i... | 11,647 | 36.695793 | 124 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/DecisionTreeTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 12,672 | 38.603125 | 117 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/ERTreesTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 6,619 | 32.434343 | 117 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/ImportanceByUsesTest.java | /*
* Copyright (C) 2016 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 4,903 | 34.028571 | 164 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/MDATest.java | /*
* Copyright (C) 2016 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 6,271 | 29.745098 | 114 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/MDITest.java | /*
* Copyright (C) 2016 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 4,628 | 33.036765 | 164 | java |
JSAT | JSAT-master/JSAT/test/jsat/classifiers/trees/RandomForestTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 10,334 | 36.310469 | 123 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/BayesianHACTest.java | /*
* This code was contributed under the Public Domain
*/
package jsat.clustering;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.EnumSet;
import java.util.List;
import java.util.Random;
import java.util.stream.Collectors;
import jsat.DataSet;
import jsat.NormalClampedSample;
import jsat.Simpl... | 4,964 | 29.460123 | 142 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/CLARATest.java | package jsat.clustering;
import java.util.List;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.distributions.Uniform;
import jsat.utils.GridDataGenerator;
import jsat.utils.IntSet;
impo... | 3,252 | 28.572727 | 104 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/DBSCANTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering;
import java.util.Set;
import jsat.classifiers.DataPoint;
import java.util.Random;
import java.util.concurrent.Executors;
import jsat.distributions.Uniform;
import jsat.utils.GridDataGenerator... | 5,508 | 29.269231 | 102 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/EMGaussianMixtureTest.java | package jsat.clustering;
import java.util.List;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.NormalClampedSample;
import jsat.SimpleDataSet;
import static jsat.TestTools.checkClusteringByCat;
import jsat.classifiers.Data... | 2,071 | 22.022222 | 122 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/FLAMETest.java | package jsat.clustering;
import java.util.List;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.distributions.Normal;
import jsat.linear.distancemetrics.Euclidea... | 2,352 | 25.738636 | 97 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/GapStatisticTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
impo... | 2,478 | 25.655914 | 151 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/HDBSCANTest.java | package jsat.clustering;
import java.util.Set;
import jsat.classifiers.DataPoint;
import jsat.distributions.Uniform;
import jsat.utils.GridDataGenerator;
import jsat.SimpleDataSet;
import java.util.List;
import jsat.utils.IntSet;
import jsat.utils.random.RandomUtil;
import org.junit.AfterClass;
import org.junit.B... | 2,321 | 23.702128 | 110 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/LSDBCTest.java | package jsat.clustering;
import java.util.List;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.distributions.Normal;
import jsat.utils.GridDataGenerator;
import... | 2,265 | 25.045977 | 97 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/MEDDITTest.java | package jsat.clustering;
import java.util.Set;
import jsat.classifiers.DataPoint;
import jsat.distributions.Uniform;
import jsat.utils.GridDataGenerator;
import jsat.SimpleDataSet;
import java.util.List;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import static jsat.TestTools.checkCluste... | 5,570 | 31.202312 | 119 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/MeanShiftTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering;
import java.util.List;
import java.util.Random;
import java.util.Set;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.distributions.Normal;
import jsat.utils.GridDataG... | 2,283 | 24.954545 | 97 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/OPTICSTest.java | package jsat.clustering;
import java.util.EnumSet;
import java.util.List;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.distributions.Normal;
import jsat.utils... | 2,694 | 27.072917 | 144 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/PAMTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering;
import java.util.Set;
import jsat.classifiers.DataPoint;
import java.util.concurrent.Executors;
import jsat.distributions.Uniform;
import jsat.utils.GridDataGenerator;
import jsat.utils.IntSe... | 2,676 | 23.787037 | 118 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/TRIKMEDSTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering;
import java.util.Set;
import jsat.classifiers.DataPoint;
import jsat.distributions.Uniform;
import jsat.utils.GridDataGenerator;
import jsat.SimpleDataSet;
import java.util.List;
import java... | 4,462 | 28.95302 | 118 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/VBGMMTest.java | /*
* This code contributed under the Public Domain
*/
package jsat.clustering;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.stream.Collectors;
import jsat.NormalClampedSample;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.linear.DenseVector... | 2,483 | 27.227273 | 118 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/biclustering/SpectralCoClusteringTest.java | /*
* This code was contributed under the public domain.
*/
package jsat.clustering.biclustering;
import java.util.ArrayList;
import java.util.List;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import jsat.clustering.HDBSCAN;
import jsat.linear.DenseVector;
import jsat.line... | 7,013 | 32.721154 | 122 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/evaluation/AdjustedRandIndexTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.evaluation;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import js... | 1,752 | 22.065789 | 113 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/evaluation/CompletenessTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.evaluation;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import js... | 2,026 | 20.56383 | 113 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/evaluation/HomogeneityTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.evaluation;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import js... | 2,005 | 20.804348 | 113 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/evaluation/NormalizedMutualInformationTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.evaluation;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import jsat.linear.DenseVector;
import jsat.linear.Vec;
import org.junit.After;
import org.juni... | 2,691 | 29.247191 | 129 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/evaluation/VMeasureTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.evaluation;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import js... | 2,163 | 20.64 | 113 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/evaluation/intra/SumOfSqrdPairwiseDistancesTest.java | package jsat.clustering.evaluation.intra;
import java.util.List;
import jsat.SimpleDataSet;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.DataPoint;
import jsat.linear.DenseVector;
import jsat.linear.distancemetrics.MinkowskiDistance;
import org.junit.After;
import org.junit.AfterClass;
import org.j... | 2,886 | 28.161616 | 90 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/hierarchical/DivisiveGlobalClustererTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.hierarchical;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.cl... | 5,260 | 31.475309 | 110 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/hierarchical/DivisiveLocalClustererTest.java | package jsat.clustering.hierarchical;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.kmeans.ElkanKMeans;
import jsat.clustering.evaluation.DaviesBouldinIndex;
import jsat.distr... | 2,643 | 28.377778 | 102 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/hierarchical/NNChainHACTest.java | package jsat.clustering.hierarchical;
import java.util.Set;
import java.util.List;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.dissimilarity.SingleLinkDissimilarity;
i... | 5,281 | 30.628743 | 102 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/hierarchical/PriorityHACTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.hierarchical;
import java.util.Set;
import java.util.List;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet... | 5,476 | 31.02924 | 102 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/hierarchical/SimpleHACTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.hierarchical;
import jsat.clustering.hierarchical.SimpleHAC;
import java.util.Set;
import java.util.List;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.c... | 5,559 | 31.325581 | 102 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/ElkanKMeansTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.kmeans;
import java.util.ArrayList;
import java.util.Set;
import java.util.List;
import java.util.Random;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
impo... | 5,901 | 32.157303 | 117 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/ElkanKernelKMeansTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.kmeans;
import java.util.HashMap;
import java.util.Map;
import java.util.Random;
import java.util.Set;
import... | 5,249 | 34.234899 | 123 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/GMeansTest.java | package jsat.clustering.kmeans;
import java.util.List;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.SeedSelectionMethods;
import jsat.distributions.Normal;
import jsat.dist... | 2,799 | 27.571429 | 145 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/HamerlyKMeansTest.java |
package jsat.clustering.kmeans;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.KClustererBase;
import jsat.clustering.SeedSelectionMethods;
import jsat.distributions.Uniform;
... | 6,061 | 32.865922 | 125 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/KMeansPDNTest.java | package jsat.clustering.kmeans;
import java.util.List;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.SeedSelectionMethods;
import jsat.distributions... | 2,647 | 26.873684 | 136 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/LloydKernelKMeansTest.java | /*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.clustering.kmeans;
import java.util.HashMap;
import java.util.Map;
import java.util.Random;
import java.util.Set;
impor... | 5,035 | 33.731034 | 123 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/MiniBatchKMeansTest.java | package jsat.clustering.kmeans;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.SeedSelectionMethods;
import jsat.distributions.Uniform;
import jsat.linear.distancemetrics.Eucli... | 2,840 | 27.128713 | 137 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/NaiveKMeansTest.java |
package jsat.clustering.kmeans;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.KClustererBase;
import jsat.clustering.SeedSelectionMethods;
import jsat.distributions.Uniform;
... | 5,906 | 32.754286 | 121 | java |
JSAT | JSAT-master/JSAT/test/jsat/clustering/kmeans/XMeansTest.java | package jsat.clustering.kmeans;
import java.util.List;
import java.util.Set;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import jsat.SimpleDataSet;
import jsat.classifiers.DataPoint;
import jsat.clustering.SeedSelectionMethods;
import jsat.distributions.Normal;
import jsat.dist... | 2,798 | 27.561224 | 143 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/FastICATest.java |
package jsat.datatransform;
import jsat.SimpleDataSet;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.DataPoint;
import static java.lang.Math.abs;
import jsat.linear.*;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
... | 11,946 | 33.134286 | 166 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/ImputerTest.java | /*
* Copyright (C) 2016 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 3,656 | 30.25641 | 127 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/JLTransformTest.java |
package jsat.datatransform;
import java.util.ArrayList;
import java.util.List;
import java.util.Random;
import jsat.DataSet;
import jsat.SimpleDataSet;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.DataPoint;
import jsat.linear.DenseVector;
import jsat.linear.Vec;
import jsat.linear.distancemetrics... | 3,147 | 24.387097 | 87 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/PCATest.java | /*
* Copyright (C) 2016 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 3,187 | 30.254902 | 132 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/RemoveAttributeTransformTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.datatransform;
import java.util.*;
import jsat.SimpleDataSet;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.DataPoint;
import jsat.linear.DenseVector;
import jsat.linear.Vec;
import jsat... | 5,859 | 29.680628 | 110 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/WhitenedPCATest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.datatransform;
import java.util.*;
import jsat.SimpleDataSet;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.DataPoint;
import jsat.distributions.multivariate.NormalM;
import jsat.linear.*... | 1,823 | 22.088608 | 101 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/WhitenedZCATest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.datatransform;
import java.util.*;
import jsat.SimpleDataSet;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.DataPoint;
import jsat.distributions.multivariate.NormalM;
import jsat.linear.*... | 1,834 | 22.227848 | 101 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/featureselection/BDSTest.java |
package jsat.datatransform.featureselection;
import java.util.*;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.Classifier;
import jsat.classifiers.knn.NearestNeighbour;
import jsat.regression.MultipleLinearRegression;
import jsat.regression.RegressionDataSet;
import jsat.utils.IntSet;
import... | 2,444 | 23.207921 | 80 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/featureselection/LRSTest.java |
package jsat.datatransform.featureselection;
import java.util.*;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.Classifier;
import jsat.classifiers.knn.NearestNeighbour;
import jsat.regression.MultipleLinearRegression;
import jsat.regression.RegressionDataSet;
import jsat.utils.IntSet;
import... | 3,451 | 26.616 | 81 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/featureselection/MutualInfoFSTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.datatransform.featureselection;
import jsat.classifiers.*;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
import static js... | 3,231 | 29.490566 | 97 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/featureselection/ReliefFTest.java |
package jsat.datatransform.featureselection;
import java.util.*;
import jsat.classifiers.ClassificationDataSet;
import jsat.linear.distancemetrics.EuclideanDistance;
import jsat.utils.IntSet;
import jsat.utils.random.XORWOW;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.ju... | 1,598 | 20.039474 | 81 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/featureselection/SBSTest.java |
package jsat.datatransform.featureselection;
import java.util.*;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.Classifier;
import jsat.classifiers.knn.NearestNeighbour;
import jsat.regression.MultipleLinearRegression;
import jsat.regression.RegressionDataSet;
import jsat.utils.IntSet;
import... | 2,417 | 22.940594 | 83 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/featureselection/SFSTest.java |
package jsat.datatransform.featureselection;
import java.util.*;
import jsat.classifiers.CategoricalData;
import jsat.classifiers.ClassificationDataSet;
import jsat.classifiers.Classifier;
import jsat.classifiers.knn.NearestNeighbour;
import jsat.linear.DenseVector;
import jsat.linear.Vec;
import jsat.regression.Mul... | 4,932 | 26.558659 | 89 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/kernel/KernelPCATest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 4,365 | 30.868613 | 159 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/kernel/NystromTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 4,285 | 30.284672 | 163 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/kernel/RFF_RBFTest.java | /*
* Copyright (C) 2015 Edward Raff
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distri... | 3,865 | 28.738462 | 114 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/visualization/IsomapTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 5,242 | 32.183544 | 130 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/visualization/LargeVizTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 7,984 | 34.176211 | 126 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/visualization/MDSTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 4,097 | 28.695652 | 90 | java |
JSAT | JSAT-master/JSAT/test/jsat/datatransform/visualization/TSNETest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 4,817 | 30.907285 | 126 | java |
JSAT | JSAT-master/JSAT/test/jsat/distributions/BetaTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.distributions;
import java.util.Arrays;
import java.util.Random;
import jsat.linear.Vec;
import jsat.utils.random.RandomUtil;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeCla... | 14,250 | 48.311419 | 551 | java |
JSAT | JSAT-master/JSAT/test/jsat/distributions/CauchyTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.distributions;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
import static org.junit.Assert.*;
/**
*
* @author Edward Raff
*/
public class C... | 13,048 | 49.188462 | 553 | java |
JSAT | JSAT-master/JSAT/test/jsat/distributions/ChiSquaredTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.distributions;
import java.util.Arrays;
import java.util.Random;
import jsat.linear.Vec;
import jsat.utils.random.RandomUtil;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeCla... | 12,049 | 41.132867 | 550 | java |
JSAT | JSAT-master/JSAT/test/jsat/distributions/ContinuousDistributionTest.java | /*
* Copyright (C) 2015 Edward Raff <Raff.Edward@gmail.com>
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
... | 5,106 | 25.46114 | 139 | java |
JSAT | JSAT-master/JSAT/test/jsat/distributions/ExponentialTest.java | /*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package jsat.distributions;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
import static org.junit.Assert.*;
/**
*
* @author Edward Raff
*/
public class E... | 13,044 | 47.857678 | 535 | java |
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