index int64 | repo_id string | file_path string | content string |
|---|---|---|---|
0 | java-sources/ai/libs/mlplan-ext-metalearning/0.2.7/org/openml/webapplication/fantail | java-sources/ai/libs/mlplan-ext-metalearning/0.2.7/org/openml/webapplication/fantail/dc/package-info.java | /**
* Provides means of computing meta features for a data set.
*
* @author Helena Graf
*
*/
package org.openml.webapplication.fantail.dc; |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/mlplan/multiclasswithreduction/NestedDichotomyUtil.java | package ai.libs.mlplan.multiclasswithreduction;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Random;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.b... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/Util.java | package ai.libs.reduction;
import java.io.BufferedReader;
import java.io.FileReader;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Random;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/ensemble | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/ensemble/simple/MySQLEnsembleOfSimpleOneStepReductionsExperimentRunner.java | package ai.libs.reduction.ensemble.simple;
import java.io.File;
import java.sql.SQLException;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import org.aeonbits.owner.ConfigFactory;
import org.apache.commons.math... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/ABestOfKReductionStumpExperimentRunnerWrapper.java | package ai.libs.reduction.single;
import java.sql.SQLException;
import java.util.HashMap;
import java.util.Map;
import java.util.Random;
import ai.libs.jaicore.db.IDatabaseAdapter;
import ai.libs.jaicore.ml.weka.classification.learner.reduction.splitter.RandomSplitter;
public abstract class ABestOfKReductionStumpExp... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/ExperimentRunner.java | package ai.libs.reduction.single;
import java.io.BufferedReader;
import java.io.FileReader;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Random;
import org.api4.java.ai.ml.classification.IClassifierEvaluator;
import or... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/confusion/ConfusionBasedAlgorithm.java | package ai.libs.reduction.single.confusion;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.stream.Collectors;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.b... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/confusion/ConfusionBasedGreedyOptimizingAlgorithm.java | package ai.libs.reduction.single.confusion;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.stream.Collectors;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.b... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/heterogeneous | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/heterogeneous/bestofkrandom/BestOfKHeterogeneousReductionStumpExperimentRunnerWrapper.java | package ai.libs.reduction.single.heterogeneous.bestofkrandom;
import java.io.File;
import java.sql.SQLException;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import org.api4.java.datastructure.kvstore.IKVStore;... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/heterogeneous | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/heterogeneous/simplerpnd/SimpleRPNDHeterogeneousReductionStumpExperimentRunner.java | package ai.libs.reduction.single.heterogeneous.simplerpnd;
import java.io.File;
import java.sql.SQLException;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import org.apache.commons.math.stat.descriptive.Descrip... |
0 | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/homogeneous | java-sources/ai/libs/mlplan-ext-reduction/0.2.7/ai/libs/reduction/single/homogeneous/bestofkatrandom/BestOfKHomogeneousReductionStumpExperimentRunnerWrapper.java | package ai.libs.reduction.single.homogeneous.bestofkatrandom;
import java.io.File;
import java.sql.SQLException;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import org.api4.java.datastructure.kvstore.IKVStore;... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/IMLPlanCLIConfig.java | package ai.libs.mlplan.cli;
import org.aeonbits.owner.Config;
public interface IMLPlanCLIConfig extends Config {
@Key("mlplancli.config.timeunit.def")
@DefaultValue("SECONDS")
public String getDefaultTimeUnit();
}
|
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/MLPlanCLI.java | package ai.libs.mlplan.cli;
import java.io.BufferedWriter;
import java.io.File;
import java.io.FileReader;
import java.io.FileWriter;
import java.io.IOException;
import java.io.PrintWriter;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
impor... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/package-info.java | package ai.libs.mlplan.cli; |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/AMLPlanCLIModule.java | package ai.libs.mlplan.cli.module;
import java.util.List;
public abstract class AMLPlanCLIModule implements IMLPlanCLIModule {
private List<String> subModules;
private String defaultModule;
private List<String> performanceMeasures;
private String defaultPerformanceMeasure;
protected AMLPlanCLIModule(final Lis... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/IMLPlanCLIModule.java | package ai.libs.mlplan.cli.module;
import java.io.IOException;
import java.util.List;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
import org.api4.java.ai.ml.core.learner.ISupervis... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/UnsupportedModuleConfigurationException.java | package ai.libs.mlplan.cli.module;
public class UnsupportedModuleConfigurationException extends IllegalArgumentException {
/**
* Auto generated version UID for serialization.
*/
private static final long serialVersionUID = 6930502085568409139L;
public UnsupportedModuleConfigurationException() {
super();
}
... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/mlc/MLPlan4MekaMultiLabelCLIModule.java | package ai.libs.mlplan.cli.module.mlc;
import java.io.IOException;
import java.util.Arrays;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
import org.api4.java.ai.ml.core.learner.ISu... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/regression/AMLPlan4RegressionCLIModule.java | package ai.libs.mlplan.cli.module.regression;
import java.util.Arrays;
import java.util.List;
import org.apache.commons.cli.CommandLine;
import ai.libs.jaicore.ml.regression.loss.ERegressionPerformanceMeasure;
import ai.libs.jaicore.ml.regression.loss.ERulPerformanceMeasure;
import ai.libs.mlplan.cli.module.AMLPlanC... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/regression/MLPlan4ScikitLearnRegressionCLIModule.java | package ai.libs.mlplan.cli.module.regression;
import java.io.IOException;
import java.util.Arrays;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
import org.api4.java.ai.ml.core.lear... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/regression/MLPlan4WEKARegressionCLIModule.java | package ai.libs.mlplan.cli.module.regression;
import java.io.IOException;
import java.util.Arrays;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
import org.api4.java.ai.ml.core.lear... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/slc/AMLPlan4ClassificationCLIModule.java | package ai.libs.mlplan.cli.module.slc;
import static ai.libs.mlplan.cli.MLPlanCLI.getDefault;
import java.util.Arrays;
import java.util.List;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification;
import org.api4.java.ai.ml.core.dataset... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/slc/MLPlan4ScikitLearnClassificationCLIModule.java | package ai.libs.mlplan.cli.module.slc;
import java.io.IOException;
import java.util.Arrays;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import ai.libs.mlplan.cli.MLPlanCL... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/module/slc/MLPlan4WekaClassificationCLIModule.java | package ai.libs.mlplan.cli.module.slc;
import java.io.IOException;
import java.util.Arrays;
import org.apache.commons.cli.CommandLine;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import ai.libs.mlplan.cli.MLPlanCL... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/report/OpenMLAutoMLBenchmarkReport.java | package ai.libs.mlplan.cli.report;
import java.util.List;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4.... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/report/StatisticsListener.java | package ai.libs.mlplan.cli.report;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;
import com.google... |
0 | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli | java-sources/ai/libs/mlplan-full/0.2.7/ai/libs/mlplan/cli/report/StatisticsReport.java | package ai.libs.mlplan.cli.report;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification;
import org.api4.java... |
0 | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPlugin.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.Arrays;
import java.util.Collection;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import ai.libs.jaicore.graphvisualizer.events.recorder.property.AlgorithmEventPropertyComputer;
import ai.libs.jaicore.graphvisualizer.plugin.ASimpleM... |
0 | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPluginController.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.ArrayList;
import java.util.List;
import org.apache.commons.lang3.exception.ExceptionUtils;
import org.api4.java.ai.ml.classification.IClassifier;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.algorithm.events.ser... |
0 | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPluginModel.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.ArrayList;
import java.util.List;
import org.api4.java.ai.ml.classification.IClassifier;
import ai.libs.jaicore.graphvisualizer.plugin.ASimpleMVCPluginModel;
/**
*
* @author fmohr
*
*/
public class OutOfSampleErrorPlotPluginModel extends ASimpleMVCPl... |
0 | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPluginView.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.ArrayList;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.graphvisualizer.plugin.ASimpleMVCPluginView;
import javafx.application.Platform;
import javafx.scene.chart.LineChart;
import javafx.scene.cha... |
0 | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui | java-sources/ai/libs/mlplan-gui/0.2.7/ai/libs/mlplan/gui/outofsampleplots/WekaClassifierSolutionCandidateRepresenter.java | package ai.libs.mlplan.gui.outofsampleplots;
import ai.libs.jaicore.graphvisualizer.plugin.solutionperformanceplotter.SolutionCandidateRepresenter;
public class WekaClassifierSolutionCandidateRepresenter implements SolutionCandidateRepresenter {
@Override
public String getStringRepresentationOfSolutionCandidate(fi... |
0 | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan/meka/EMLPlanMekaProblemType.java | package ai.libs.mlplan.meka;
import org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure;
import ai.libs.jaicore.ml... |
0 | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan/meka/IMekaPipelineFactory.java | package ai.libs.mlplan.meka;
import ai.libs.jaicore.ml.classification.multilabel.learner.IMekaClassifier;
import ai.libs.mlplan.core.ILearnerFactory;
public interface IMekaPipelineFactory extends ILearnerFactory<IMekaClassifier> {
}
|
0 | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan/meka/ML2Plan4Meka.java | package ai.libs.mlplan.meka;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import ai.libs.jaicore.ml.classification.multilabel.learner.IMekaClassifier;
import ai.libs.mlplan.core.MLPlan;
public class ML2Plan4Meka extends MLPlan<IMekaClassifier> {
public ML2Plan4Meka(final ML2PlanMekaBuilder b... |
0 | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan/meka/ML2PlanMekaBuilder.java | package ai.libs.mlplan.meka;
import java.io.IOException;
import java.util.Arrays;
import java.util.List;
import org.api4.java.ai.ml.classification.multilabel.evaluation.loss.IMultiLabelClassificationPredictionPerformanceMeasure;
import ai.libs.jaicore.ml.classification.multilabel.evaluation.loss.AutoMEKAGGPFitnessMe... |
0 | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-meka/0.2.7/ai/libs/mlplan/meka/MekaPipelineFactory.java | package ai.libs.mlplan.meka;
import java.util.LinkedList;
import java.util.List;
import java.util.Map.Entry;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.basic.sets.SetUtil;
import ai.libs.jaicore.components.api.IComponentInstance;
import ai.libs.jaicore.components.api.IParameter;
... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/AScikitLearnLearnerFactory.java | package ai.libs.mlplan.sklearn;
import java.io.IOException;
import java.util.Arrays;
import java.util.HashSet;
import java.util.List;
import java.util.Map.Entry;
import java.util.Set;
import java.util.stream.Collectors;
import org.aeonbits.owner.ConfigFactory;
import org.api4.java.algorithm.Timeout;
import org.api4.j... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/ATwoStepPipelineScikitLearnFactory.java | package ai.libs.mlplan.sklearn;
import java.util.Set;
import ai.libs.jaicore.components.api.IComponentInstance;
public abstract class ATwoStepPipelineScikitLearnFactory extends AScikitLearnLearnerFactory {
private final String learnerFieldName;
protected ATwoStepPipelineScikitLearnFactory(final String learnerFie... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/EMLPlanScikitLearnProblemType.java | package ai.libs.mlplan.sklearn;
import java.util.Random;
import org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasur... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/MLPlan4ScikitLearn.java | package ai.libs.mlplan.sklearn;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper;
import ai.libs.mlplan.core.MLPlan;
import ai.libs.mlplan.sklearn.builder.MLPlanScikitLearnBuilder;
public class MLPlan4ScikitLearn extends MLPlan<IScikitLea... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/MLPlanScikitLearnClassifierConfig.java | package ai.libs.mlplan.sklearn;
import org.aeonbits.owner.Config.LoadPolicy;
import org.aeonbits.owner.Config.LoadType;
import org.aeonbits.owner.Config.Sources;
import ai.libs.hasco.twophase.TwoPhaseHASCOConfig;
@LoadPolicy(LoadType.MERGE)
@Sources({ "file:conf/hasco/hasco.properties", "file:conf/mlplan/scikitlearn... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/ScikitLearnClassifierFactory.java | package ai.libs.mlplan.sklearn;
import java.io.IOException;
import ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper;
import ai.libs.jaicore.ml.scikitwrapper.simple.SimpleScikitLearnClassifier;
public class ScikitLearnClassifierFactory extends ATwoStepPipelineScikitLearnFactory {
public ScikitLearnClassifierFac... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/ScikitLearnPipelineValidityCheckingNodeEvaluator.java | package ai.libs.mlplan.sklearn;
import java.util.Collection;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.common.control.ILoggingCustomizable;
import org.api4.java.datastructure.graph.ILabeledPath;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.has... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/ScikitLearnRegressorFactory.java | package ai.libs.mlplan.sklearn;
import java.io.IOException;
import ai.libs.jaicore.ml.scikitwrapper.IScikitLearnWrapper;
import ai.libs.jaicore.ml.scikitwrapper.simple.SimpleScikitLearnRegressor;
public class ScikitLearnRegressorFactory extends ATwoStepPipelineScikitLearnFactory {
public ScikitLearnRegressorFactor... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/ScikitLearnTimeSeriesRegressionFactory.java | package ai.libs.mlplan.sklearn;
import java.io.IOException;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.StringJoiner;
import java.util.stream.Collectors;
import org.api4.java.ai.ml.core.evaluation.IPrediction;
import org.api4.j... |
0 | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn | java-sources/ai/libs/mlplan-sklearn/0.2.7/ai/libs/mlplan/sklearn/builder/MLPlanScikitLearnBuilder.java | package ai.libs.mlplan.sklearn.builder;
import java.io.IOException;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.algorithm.Timeout;
import ai.libs.jaicore.ml.core.evaluation.evaluator.factory.AMonteCarloC... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/EMLPlanWekaProblemType.java | package ai.libs.mlplan.weka;
import java.util.Random;
import org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure;
... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/MLPlan4Weka.java | package ai.libs.mlplan.weka;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import ai.libs.jaicore.ml.weka.classification.learner.IWekaClassifier;
import ai.libs.mlplan.core.MLPlan;
public class MLPlan4Weka extends MLPlan<IWekaClassifier> {
MLPlan4Weka(final MLPlanWekaBuilder builder, final IL... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/MLPlanWekaBuilder.java | package ai.libs.mlplan.weka;
import java.io.IOException;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.twophase.TwoPhaseHASCOConfig;
import ai.libs.jaicore.ml.core.evaluation.evaluator.factory.LearningCurveExtrapolati... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/MLPlanWekaClassifier.java | package ai.libs.mlplan.weka;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Enumeration;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dat... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/weka/MLPipelineComponentInstanceFactory.java | package ai.libs.mlplan.weka.weka;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.aeonbits.owner.util.Collections;
import org.apache.commons.lang3.math.NumberUtils;
import org.apache.commons.lang3.tuple... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/weka/WekaMLPlanWekaClassifier.java | package ai.libs.mlplan.weka.weka;
import java.io.IOException;
import ai.libs.mlplan.weka.MLPlanWekaBuilder;
import ai.libs.mlplan.weka.MLPlanWekaClassifier;
public class WekaMLPlanWekaClassifier extends MLPlanWekaClassifier {
/**
* Automatically generated version uid for serialization.
*/
private static final... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/weka/WekaPipelineFactory.java | package ai.libs.mlplan.weka.weka;
import java.util.LinkedList;
import java.util.List;
import java.util.Map.Entry;
import java.util.Objects;
import java.util.stream.Collectors;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.components.api.IComponentInstance;
import ai.libs.jaicore.com... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/weka/WekaPipelineValidityCheckingNodeEvaluator.java | package ai.libs.mlplan.weka.weka;
import java.util.Collection;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.common.control.ILoggingCustomizable;
import org.api4.java.datastructure.graph.ILabeledPath;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.h... |
0 | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka | java-sources/ai/libs/mlplan-weka/0.2.7/ai/libs/mlplan/weka/weka/WekaRegressorFactory.java | package ai.libs.mlplan.weka.weka;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.components.api.IComponentInstance;
import ai.libs.jaicore.components.exceptions.ComponentInstantiationFailedException;
import ai.libs.jaicore.ml.weka.classification.learner.IWekaClassifier;
import ai.libs... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/CacheEvaluatorMeasureBridge.java | package ai.libs.mlpipeline_evaluation;
import java.time.Duration;
import java.time.Instant;
import java.util.Optional;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.jaicore.basic.algorithm.exceptions.ObjectEvaluationFailedException;
import ai.li... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/ConsistentMLPipelineEvaluator.java | package ai.libs.mlpipeline_evaluation;
import java.util.Collection;
import java.util.List;
import java.util.Random;
import org.apache.commons.lang.NotImplementedException;
import ai.libs.jaicore.ml.WekaUtil;
import ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.ZeroOneLoss;
import ai.libs.jaicore.ml.evaluati... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/DatasetOrigin.java | package ai.libs.mlpipeline_evaluation;
/**
* Allowed origins for datasets. Must be in db mapping table.
*
* @author Helena Graf
* @author Lukas
* @author Joshua
*
*/
public enum DatasetOrigin {
OPENML_DATASET_ID, CLUSTER_LOCATION_NEW, LOCAL;
/**
* Maps the dataset origin to its column name in the database... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/InvalidDatasetOriginException.java | package ai.libs.mlpipeline_evaluation;
public class InvalidDatasetOriginException extends Exception {
/**
* Automatically generated version UID for serialization.
*/
private static final long serialVersionUID = 4082480943566557877L;
public InvalidDatasetOriginException(final String msg) {
super(msg);
}
p... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/PerformanceDBAdapter.java | package ai.libs.mlpipeline_evaluation;
import java.io.Closeable;
import java.io.IOException;
import java.security.MessageDigest;
import java.security.NoSuchAlgorithmException;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.text.SimpleDateFormat;
import java.time.Instant;
import java.util.ArrayLis... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/PipelineEvaluationCache.java | package ai.libs.mlpipeline_evaluation;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.hasco.serialization.Compositi... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/PipelineEvaluationCacheConfigBuilder.java | package ai.libs.mlpipeline_evaluation;
import ai.libs.jaicore.basic.SQLAdapter;
import weka.core.Instances;
public class PipelineEvaluationCacheConfigBuilder {
// Evaluation configuration
private String datasetId;
private DatasetOrigin datasetOrigin;
private String testEvaluationTechnique;
private String testSp... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/SimpleResultsUploader.java | package ai.libs.mlpipeline_evaluation;
import java.sql.SQLException;
import java.util.Arrays;
import java.util.HashMap;
import java.util.Map;
import java.util.stream.Collectors;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.basic.SQLAdapter;
import ai.libs.mlplan.multiclass.wekamlpl... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlpipeline_evaluation/package-info.java | /**
* Package containing classes for the evaluation of MLPipelines and the caching
* of those evaluations in a database.
*
* @author Helena Graf
* @author Joshua
* @author Lukas
*
*/
package ai.libs.mlpipeline_evaluation; |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/bigdata/MLPlan4BigFileInput.java | package ai.libs.mlplan.bigdata;
import java.io.File;
import java.io.FileReader;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Random;
import java.util.concurrent.TimeUnit;
import org.slf4j.Logger... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/cli/MLPlanCLI.java | package ai.libs.mlplan.cli;
import java.io.BufferedWriter;
import java.io.File;
import java.io.FileReader;
import java.io.FileWriter;
import java.io.IOException;
import java.io.PrintWriter;
import java.util.Arrays;
import java.util.concurrent.TimeUnit;
import org.apache.commons.cli.CommandLine;
import org.apache.comm... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/AbstractMLPlanBuilder.java | package ai.libs.mlplan.core;
import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.concurrent.TimeUnit;
import java.util.function.Predicate;
import o... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/AbstractMLPlanSingleLabelBuilder.java | package ai.libs.mlplan.core;
import ai.libs.jaicore.ml.core.evaluation.measure.IMeasure;
import ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.ZeroOneLoss;
import ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.MonteCarloCrossValidationEvaluatorFactory;
import ai.libs.jaicore.ml.evaluation.evaluators.wek... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/IMLPlanBuilder.java | package ai.libs.mlplan.core;
import java.io.File;
import ai.libs.hasco.core.HASCOFactory;
import ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.ClassifierEvaluatorConstructionFailedException;
import ai.libs.jaicore.ml.weka.dataset.splitter.IDatasetSplitter;
import ai.libs.jaicore.planning.hierarchical.algorith... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/MLPlan.java | package ai.libs.mlplan.core;
import java.io.IOException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.common.eventbus.Subscribe;
import ai.libs.hasco.core.HASCOFactory;
import ai.libs.hasco.core.HASCOSolutionCandidate;
import ai.libs.hasco.events.HASCOSolutionEvent;
import ai.libs.hasc... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/MLPlanBuilder.java | package ai.libs.mlplan.core;
import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.function.Predicate;
import org.aeonbits.owner.ConfigFactory;
import org.slf4j.Logger;
import or... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/MLPlanMekaBuilder.java | package ai.libs.mlplan.core;
import java.io.File;
import java.io.IOException;
import ai.libs.jaicore.basic.FileUtil;
import ai.libs.jaicore.ml.core.evaluation.measure.IMeasure;
import ai.libs.jaicore.ml.core.evaluation.measure.multilabel.AutoMEKAGGPFitnessMeasureLoss;
import ai.libs.jaicore.ml.core.evaluation.measure... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/MLPlanSKLearnBuilder.java | package ai.libs.mlplan.core;
import java.io.BufferedReader;
import java.io.File;
import java.io.IOException;
import java.io.InputStreamReader;
import java.util.Arrays;
import java.util.LinkedList;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.basic.FileUtil;
i... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/MLPlanWekaBuilder.java | package ai.libs.mlplan.core;
import java.io.File;
import java.io.IOException;
import ai.libs.jaicore.basic.FileUtil;
import ai.libs.jaicore.basic.MathExt;
import ai.libs.jaicore.basic.ResourceUtil;
import ai.libs.jaicore.ml.core.dataset.sampling.inmemory.ASamplingAlgorithm;
import ai.libs.jaicore.ml.core.dataset.samp... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/PipelineEvaluator.java | package ai.libs.mlplan.core;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.common.eventbus.EventBus;
import com.google.common.eventbus.Subscribe;
import ai.libs.hasco.exceptions.ComponentInstantiationFailedException;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.jaicore.ba... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/PipelineValidityCheckingNodeEvaluator.java | package ai.libs.mlplan.core;
import java.util.Collection;
import ai.libs.hasco.model.Component;
import ai.libs.jaicore.planning.hierarchical.algorithms.forwarddecomposition.graphgenerators.tfd.TFDNode;
import ai.libs.jaicore.search.algorithms.standard.bestfirst.nodeevaluation.INodeEvaluator;
import weka.core.Instance... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/events/ClassifierCreatedEvent.java | package ai.libs.mlplan.core.events;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.jaicore.basic.events.IEvent;
import weka.classifiers.Classifier;
public class ClassifierCreatedEvent implements IEvent {
private final ComponentInstance instance;
private final Classifier classifier;
public Classifier... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/core/events/ClassifierFoundEvent.java | package ai.libs.mlplan.core.events;
import java.util.HashMap;
import java.util.Map;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.jaicore.basic.algorithm.events.ASolutionCandidateFoundEvent;
import ai.libs.jaicore.basic.algorithm.events.ScoredSolutionCandidateFoundEvent;
import ai.libs.jaicore.logging.... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPlugin.java | package ai.libs.mlplan.gui.outofsampleplots;
import ai.libs.jaicore.graphvisualizer.plugin.ASimpleMVCPlugin;
import weka.core.Instances;
public class OutOfSampleErrorPlotPlugin extends ASimpleMVCPlugin<OutOfSampleErrorPlotPluginModel, OutOfSampleErrorPlotPluginView, OutOfSampleErrorPlotPluginController> {
private f... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPluginController.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.ArrayList;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent;
import ai.libs.jaicore.graphvisualizer.events.gui.GUIEvent;
import ai.libs.jaicore.graphvisualizer.plu... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPluginModel.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.ArrayList;
import java.util.List;
import ai.libs.jaicore.graphvisualizer.plugin.ASimpleMVCPluginModel;
import weka.classifiers.Classifier;
/**
*
* @author fmohr
*
*/
public class OutOfSampleErrorPlotPluginModel extends ASimpleMVCPluginModel<OutOfSamp... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/gui/outofsampleplots/OutOfSampleErrorPlotPluginView.java | package ai.libs.mlplan.gui.outofsampleplots;
import java.util.ArrayList;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.jaicore.graphvisualizer.plugin.ASimpleMVCPluginView;
import javafx.application.Platform;
import javafx.scene.chart.LineChart;
import javafx.scene.cha... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/IntermediateSolutionEvent.java | package ai.libs.mlplan.metamining;
import ai.libs.jaicore.basic.algorithm.events.AAlgorithmEvent;
import ai.libs.mlplan.multiclass.wekamlplan.weka.model.MLPipeline;
import weka.classifiers.Classifier;
public class IntermediateSolutionEvent extends AAlgorithmEvent {
private String classifier;
private String searche... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/MetaMLPlan.java | package ai.libs.mlplan.metamining;
import java.io.File;
import java.io.IOException;
import java.sql.SQLException;
import java.util.Collection;
import java.util.List;
import java.util.NoSuchElementException;
import java.util.Timer;
import java.util.TimerTask;
import org.apache.commons.lang3.time.StopWatch;
import org.... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/WEKAMetaminer.java | package ai.libs.mlplan.metamining;
import java.util.Collections;
import java.util.Enumeration;
import java.util.List;
import java.util.Map;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.factory.Nd4j;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.metamining.IMetaM... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/WEKAMetaminerRuntimeException.java | package ai.libs.mlplan.metamining;
/**
* Indicates Runtime failures for the {@link WEKAMetaminer}.
*
* @author Helena Graf
*
*/
public class WEKAMetaminerRuntimeException extends RuntimeException {
private static final long serialVersionUID = 1246022912468302026L;
public WEKAMetaminerRuntimeException(Stri... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/package-info.java | /**
* Package containing an implementation of a meta techniques for MLPlan with WEKA
*
* @author Helena Graf
*
*/
package ai.libs.mlplan.metamining; |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/databaseconnection/ComponentInstanceDatabaseGetter.java | package ai.libs.mlplan.metamining.databaseconnection;
import java.sql.ResultSet;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.hasco.serialization.ComponentNotFoundExce... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/databaseconnection/ExperimentRepository.java | package ai.libs.mlplan.metamining.databaseconnection;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.jaicore.bas... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/databaseconnection/package-info.java | /**
* Package containing classes managing the connection to databases that contain
* knowledge needed by the meta miner.
*
* @author Helena Graf
*
*/
package ai.libs.mlplan.metamining.databaseconnection; |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/dyadranking/DyadRankingBasedNodeEvaluator.java | package ai.libs.mlplan.metamining.dyadranking;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.ObjectInputStream;
import java.nio.file.Paths;
import java.time.Duration;
import java.time.Instant;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.uti... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/dyadranking/DyadRankingBasedNodeEvaluatorConfig.java | package ai.libs.mlplan.metamining.dyadranking;
import org.aeonbits.owner.Config.Sources;
import org.aeonbits.owner.Mutable;
@Sources({ "file:conf/draco/dyadranking/nodeevaluator.properties" })
public interface DyadRankingBasedNodeEvaluatorConfig extends Mutable {
/* The amount of top-ranked pipelines that are being... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/dyadranking/WEKADyadRankedNodeQueue.java | package ai.libs.mlplan.metamining.dyadranking;
import java.util.Collection;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.core.Util;
import ai.libs.hasco.model.Component;
import ai.libs.hasco.model.ComponentInstance;
import ai.libs.jaicore.math.linearalgebra.DenseDoubleVector;
import ... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/dyadranking/WEKADyadRankedNodeQueueConfig.java | package ai.libs.mlplan.metamining.dyadranking;
import java.io.IOException;
import java.util.Collection;
import java.util.Map;
import org.openml.webapplication.fantail.dc.Characterizer;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.model.Component;
import ai.libs.jaicore.math.linearalg... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/dyadranking/package-info.java | /**
* Package containing ML-Plan related dyad ranking implementations.
*
* @author Helena Graf, Mirko Jürgens
*
*/
package ai.libs.mlplan.metamining.dyadranking; |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/pipelinecharacterizing/AWEKAPerformanceDecisionTreeBasedFeatureGenerator.java | package ai.libs.mlplan.metamining.pipelinecharacterizing;
import java.util.ArrayList;
import java.util.Map;
import ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException;
import ai.libs.jaicore.math.linearalgebra.Vector;
import ai.libs.jaicore.ml.core.exception.TrainingException;
import weka.core.Attribute;
im... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/pipelinecharacterizing/ComponentInstanceStringConverter.java | package ai.libs.mlplan.metamining.pipelinecharacterizing;
import java.io.IOException;
import java.io.InputStream;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.regex.Pattern;
import java.util.stream.Collectors;
import or... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/pipelinecharacterizing/ComponentInstanceStringConverterIntializeException.java | package ai.libs.mlplan.metamining.pipelinecharacterizing;
/**
* An exception signaling that the {@link ComponentInstanceStringConverter}
* could not properly be intialized.
*
* @author Helena Graf
*
*/
public class ComponentInstanceStringConverterIntializeException extends RuntimeException {
/**
* generated... |
0 | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining | java-sources/ai/libs/mlplancli/0.1.4/ai/libs/mlplan/metamining/pipelinecharacterizing/ComponentInstanceVectorFeatureGenerator.java | package ai.libs.mlplan.metamining.pipelinecharacterizing;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import ai.libs.hasco.model.CategoricalParameterDomain;
import ai.libs.hasco.model.Component;
import ai... |
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