jar

org.api4 : ai-ml

Maven & Gradle

Jan 09, 2020
5 usages
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algorithms · Fundamental utils required by many other starlibs projects.

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org.api4.java.ai.ml.core.dataset.schema

├─ org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler.class - [JAR]

org.api4.java.ai.ml.ranking.label.learner

├─ org.api4.java.ai.ml.ranking.label.learner.ILabelRanker.class - [JAR]

org.api4.java.ai.ml.classification

├─ org.api4.java.ai.ml.classification.IClassifier.class - [JAR]

├─ org.api4.java.ai.ml.classification.IClassifierEvaluator.class - [JAR]

org.api4.java.ai.ml.ranking

├─ org.api4.java.ai.ml.ranking.IRanking.class - [JAR]

├─ org.api4.java.ai.ml.ranking.IRankingPredictionAndGroundTruthTable.class - [JAR]

├─ org.api4.java.ai.ml.ranking.IRankingPredictionBatch.class - [JAR]

org.api4.java.ai.ml.core.evaluation.learningcurve

├─ org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.learningcurve.ILearningCurve.class - [JAR]

org.api4.java.ai.ml.core

├─ org.api4.java.ai.ml.core.IDataConfigurable.class - [JAR]

org.api4.java.ai.ml.regression.dataset

├─ org.api4.java.ai.ml.regression.dataset.IRegressionDataSource.class - [JAR]

├─ org.api4.java.ai.ml.regression.dataset.IRegressionDataset.class - [JAR]

├─ org.api4.java.ai.ml.regression.dataset.IRegressionInstance.class - [JAR]

org.api4.java.ai.ml.classification.multilabel

├─ org.api4.java.ai.ml.classification.multilabel.IRelevanceOrderedLabelSet.class - [JAR]

org.api4.java.ai.ml.ranking.label.dataset

├─ org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource.class - [JAR]

├─ org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset.class - [JAR]

├─ org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingInstance.class - [JAR]

org.api4.java.ai.ml.classification.singlelabel.evaluation

├─ org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification.class - [JAR]

├─ org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch.class - [JAR]

├─ org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassifierExecutor.class - [JAR]

org.api4.java.ai.ml.core.filter.supervised

├─ org.api4.java.ai.ml.core.filter.supervised.ISupervisedFilter.class - [JAR]

org.api4.java.ai.ml.core.filter

├─ org.api4.java.ai.ml.core.filter.FilterApplicationFailedException.class - [JAR]

├─ org.api4.java.ai.ml.core.filter.IFilter.class - [JAR]

org.api4.java.ai.ml.clustering.learner

├─ org.api4.java.ai.ml.clustering.learner.IClusterer.class - [JAR]

org.api4.java.ai.ml.core.dataset.splitter

├─ org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.splitter.ISupervisedDatasetSplitter.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException.class - [JAR]

org.api4.java.ai.ml.core.learner.active

├─ org.api4.java.ai.ml.core.learner.active.IActiveLearningPoolProvider.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.active.ISelectiveSamplingStrategy.class - [JAR]

org.api4.java.ai.ml.core.evaluation.execution

├─ org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSet.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSetGenerator.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.IFixedDatasetSplitSetGenerator.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.ISupervisedLearnerExecutor.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.LearnerExecutionFailedException.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.execution.LearnerExecutionInterruptedException.class - [JAR]

org.api4.java.ai.ml.ranking.dyad.dataset

├─ org.api4.java.ai.ml.ranking.dyad.dataset.IDyad.class - [JAR]

├─ org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource.class - [JAR]

├─ org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset.class - [JAR]

├─ org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance.class - [JAR]

org.api4.java.ai.ml.regression.learner

├─ org.api4.java.ai.ml.regression.learner.IRegressor.class - [JAR]

org.api4.java.ai.ml.core.exception

├─ org.api4.java.ai.ml.core.exception.ContainsNonNumericAttributesException.class - [JAR]

├─ org.api4.java.ai.ml.core.exception.DatasetCreationException.class - [JAR]

├─ org.api4.java.ai.ml.core.exception.DatasetTraceInstructionFailedException.class - [JAR]

├─ org.api4.java.ai.ml.core.exception.LearnerConfigurationFailedException.class - [JAR]

├─ org.api4.java.ai.ml.core.exception.PredictionException.class - [JAR]

├─ org.api4.java.ai.ml.core.exception.TrainingException.class - [JAR]

org.api4.java.ai.ml.ranking.loss

├─ org.api4.java.ai.ml.ranking.loss.IRankingPredictionPerformanceMeasure.class - [JAR]

org.api4.java.ai.ml.core.dataset.serialization

├─ org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.serialization.IDatasetDeserializer.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.serialization.IDatsetSerializer.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.serialization.UnsupportedAttributeTypeException.class - [JAR]

org.api4.java.ai.ml.core.dataset.descriptor

├─ org.api4.java.ai.ml.core.dataset.descriptor.IDatasetDescriptor.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.descriptor.IFileDatasetDescriptor.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.descriptor.IStringDatasetDescriptor.class - [JAR]

org.api4.java.ai.ml.classification.singlelabel.dataset

├─ org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource.class - [JAR]

├─ org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset.class - [JAR]

├─ org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationInstance.class - [JAR]

org.api4.java.ai.ml.core.filter.supervised.sampling

├─ org.api4.java.ai.ml.core.filter.supervised.sampling.ISupervisedSamplingAlgorithm.class - [JAR]

org.api4.java.ai.ml.core.learner.algorithm

├─ org.api4.java.ai.ml.core.learner.algorithm.IBatchPredictionAlgorithm.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.algorithm.IGenericPredictionAlgorithm.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.algorithm.IPredictionAlgorithm.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.algorithm.ISupervisedFitAlgorithm.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.algorithm.IUnsupervisedFitAlgorithm.class - [JAR]

org.api4.java.ai.ml.core.dataset.supervised

├─ org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance.class - [JAR]

org.api4.java.ai.ml.core.dataset

├─ org.api4.java.ai.ml.core.dataset.IDataSource.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.IDataset.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.IInstance.class - [JAR]

org.api4.java.ai.ml.ranking.dataset

├─ org.api4.java.ai.ml.ranking.dataset.IRankingDataSource.class - [JAR]

├─ org.api4.java.ai.ml.ranking.dataset.IRankingDataset.class - [JAR]

├─ org.api4.java.ai.ml.ranking.dataset.IRankingInstance.class - [JAR]

org.api4.java.ai.ml.regression.evaluation

├─ org.api4.java.ai.ml.regression.evaluation.IRegressionPrediction.class - [JAR]

├─ org.api4.java.ai.ml.regression.evaluation.IRegressionPredictionAndGroundTruthTable.class - [JAR]

├─ org.api4.java.ai.ml.regression.evaluation.IRegressionResultBatch.class - [JAR]

org.api4.java.ai.ml.ranking.dyad.learner

├─ org.api4.java.ai.ml.ranking.dyad.learner.IDyadRanker.class - [JAR]

org.api4.java.ai.ml.core.dataset.trace

├─ org.api4.java.ai.ml.core.dataset.trace.IDatasetTraceInstruction.class - [JAR]

org.api4.java.ai.ml.core.evaluation.supervised.loss

├─ org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicHomogeneousPredictionPerformanceMeasure.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicInstancePredictionPerformanceMeasure.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure.class - [JAR]

org.api4.java.ai.ml.classification.singlelabel.learner

├─ org.api4.java.ai.ml.classification.singlelabel.learner.ISingleLabelClassifier.class - [JAR]

org.api4.java.ai.ml.classification.multilabel.evaluation.loss

├─ org.api4.java.ai.ml.classification.multilabel.evaluation.loss.IMultiLabelClassificationPredictionPerformanceMeasure.class - [JAR]

org.api4.java.ai.ml.core.dataset.schema.attribute

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.INumericEncodingAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IObjectAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IObjectAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IOrdinalAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IOrdinalAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ISetOfObjectsAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ISetOfObjectsAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ITimeseries.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ITimeseriesAttribute.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.ITimeseriesAttributeValue.class - [JAR]

├─ org.api4.java.ai.ml.core.dataset.schema.attribute.NoValidAttributeValueException.class - [JAR]

org.api4.java.ai.ml.classification.multilabel.evaluation

├─ org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification.class - [JAR]

├─ org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassificationPredictionBatch.class - [JAR]

org.api4.java.ai.ml.ranking.learner

├─ org.api4.java.ai.ml.ranking.learner.IRanker.class - [JAR]

org.api4.java.ai.ml.classification.multilabel.learner

├─ org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier.class - [JAR]

org.api4.java.ai.ml.core.filter.unsupervised

├─ org.api4.java.ai.ml.core.filter.unsupervised.IDatasetFilter.class - [JAR]

├─ org.api4.java.ai.ml.core.filter.unsupervised.IInstanceFilter.class - [JAR]

├─ org.api4.java.ai.ml.core.filter.unsupervised.IUnsupervisedFilter.class - [JAR]

org.api4.java.ai.ml.classification.multilabel.dataset

├─ org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource.class - [JAR]

├─ org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset.class - [JAR]

├─ org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationInstance.class - [JAR]

├─ org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelSet.class - [JAR]

org.api4.java.ai.ml.core.learner

├─ org.api4.java.ai.ml.core.learner.IFittable.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.IFittablePredictor.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.ILearnerConfigHandler.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.IMLModel.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.IPredictor.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.IProbabilisticPredictor.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.ISupervisedLearner.class - [JAR]

├─ org.api4.java.ai.ml.core.learner.IUnsupervisedLearner.class - [JAR]

org.api4.java.ai.ml.core.evaluation

├─ org.api4.java.ai.ml.core.evaluation.IPrediction.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.IPredictionAndGroundTruthTable.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.IPredictionBatch.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.IPredictionPerformanceMetricConfigurable.class - [JAR]

├─ org.api4.java.ai.ml.core.evaluation.ISupervisedLearnerEvaluator.class - [JAR]

org.api4.java.ai.ml.core.filter.unsupervised.sampling

├─ org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm.class - [JAR]

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