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Types & classes568 in github.com/HongZhaoHua/jstarcraft-ai

ClassAUCEvaluator
ROC曲线下的面积评估器 <pre> AUC = Area Under roc Curve(ROC曲线下面积) http://www.cnblogs.com/lixiaolun/p/4053499.html </pre> @author Birdy
jstarcraft-ai-evaluate/src/main/java/com/jstarcraft/ai/evaluate/ranking/AUCEvaluator.java:21
ClassAUCEvaluatorTestCase
jstarcraft-ai-evaluate/src/test/java/com/jstarcraft/ai/evaluate/ranking/AUCEvaluatorTestCase.java:10
ClassAbstractConverter
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/converter/AbstractConverter.java:10
ClassAbstractCorrelation
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/AbstractCorrelation.java:18
ClassAbstractCorrelationTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/AbstractCorrelationTestCase.java:24
ClassAbstractDistanceTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/AbstractDistanceTestCase.java:3
ClassAbstractEvaluator
抽象评估器 @author Birdy
jstarcraft-ai-evaluate/src/main/java/com/jstarcraft/ai/evaluate/AbstractEvaluator.java:11
ClassAbstractEvaluatorTestCase
jstarcraft-ai-evaluate/src/test/java/com/jstarcraft/ai/evaluate/AbstractEvaluatorTestCase.java:15
ClassAbstractLayer
抽象层 @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/layer/AbstractLayer.java:25
ClassAbstractModule
抽象模块 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/module/AbstractModule.java:18
ClassAbstractOptimizer
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/optimization/AbstractOptimizer.java:12
ClassAbstractRankingEvaluatorTestCase
jstarcraft-ai-evaluate/src/test/java/com/jstarcraft/ai/evaluate/AbstractRankingEvaluatorTestCase.java:12
ClassAbstractRatingEvaluatorTestCase
jstarcraft-ai-evaluate/src/test/java/com/jstarcraft/ai/evaluate/AbstractRatingEvaluatorTestCase.java:10
ClassAbstractSimilarityTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/AbstractSimilarityTestCase.java:3
ClassAbstractVertex
抽象节点 @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/vertex/AbstractVertex.java:17
InterfaceAccumulationMessage
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/message/AccumulationMessage.java:5
InterfaceActivationFunction
激活函数 @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/activation/ActivationFunction.java:12
ClassActivationFunctionTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/activation/ActivationFunctionTestCase.java:21
ClassActivationFunctionTestSuite
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/activation/ActivationFunctionTestSuite.java:7
ClassAdaDeltaLearner
Ada Delta学习器 <pre> 参考Deeplearning4j团队 http://www.matthewzeiler.com/pubs/googleTR2012/googleTR2012.pdf https://arxiv.org/pdf/1212.5701v1.pdf </pre>
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdaDeltaLearner.java:30
ClassAdaDeltaLearnerTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdaDeltaLearnerTestCase.java:12
ClassAdaGradLearner
Ada Grad学习器 <pre> 参考Deeplearning4j团队 http://xcorr.net/2014/01/23/adagrad-eliminating-learning-rates-in-stochastic-gradient-descent/ </pre> @author
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdaGradLearner.java:31
ClassAdaGradLearnerTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdaGradLearnerTestCase.java:12
ClassAdaMaxLearner
Ada Max学习器 <pre> 参考Deeplearning4j团队 http://arxiv.org/abs/1412.6980 </pre> @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdaMaxLearner.java:31
ClassAdaMaxLearnerTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdaMaxLearnerTestCase.java:12
ClassAdamLearner
Adam学习器 <pre> 参考Deeplearning4j团队 http://arxiv.org/abs/1412.6980 </pre> @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdamLearner.java:31
ClassAdamLearnerTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/learn/AdamLearnerTestCase.java:12
ClassAdditionCalculusFunction
加法法则微积分函数 <pre> 加法法则 </pre> @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/calculus/AdditionCalculusFunction.java:13
ClassAlphaMasker
Alpha掩码器 <pre> 参考Deeplearning4j团队 与{@link SELUActivationFunction}相关 </pre> @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/layer/AlphaMasker.java:21
ClassAnovaDistance
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/kernel/AnovaKernelTrick.java:20
ClassAnovaKernelTrick
ANOVA Kernel(ANOVA核) @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/kernel/AnovaKernelTrick.java:18
ClassAnovaKernelTrickTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/kernel/AnovaKernelTrickTestCase.java:3
ClassArffConverter
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/converter/ArffConverter.java:35
ClassArffConverterTestCase
jstarcraft-ai-data/src/test/java/com/jstarcraft/ai/data/converter/ArffConverterTestCase.java:16
ClassArrayInstance
数组实例 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/module/ArrayInstance.java:13
ClassArrayMatrix
数组矩阵 <pre> 提供比稀疏矩阵更快的访问速度,且能够在一定范围变化索引. </pre> @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/ArrayMatrix.java:25
ClassArrayMatrixScalar
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/ArrayMatrix.java:195
ClassArrayVector
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/vector/ArrayVector.java:28
ClassArrayVectorIterator
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/vector/ArrayVector.java:247
ClassArrayVectorScalar
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/vector/ArrayVector.java:271
InterfaceAssociator
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/unsupervised/associate/Associator.java:3
ClassAverageVertex
Average节点 <pre> 参考Deeplearning4j团队 </pre> @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/vertex/operation/AverageVertex.java:21
ClassBinaryXENTLossFunction
Binomial XENT目标函数 <pre> 参考Deeplearning4j团队 https://en.wikipedia.org/wiki/Cross_entropy#Cross-entropy_error_function_and_logistic_regression </pre>
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/loss/BinaryXENTLossFunction.java:23
ClassBinaryXENTLossFunctionTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/loss/BinaryXENTLossFunctionTestCase.java:11
ClassBinomialProbabilityTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/probability/BinomialProbabilityTestCase.java:11
ClassBitVector
位向量 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/vector/BitVector.java:21
ClassBoundaryMessage
边界消息 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/message/BoundaryMessage.java:15
ClassCPCSimilarity
Constrained Pearson Correlation相似度 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/similarity/CPCSimilarity.java:20
ClassCPCSimilarityTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/similarity/CPCSimilarityTestCase.java:6
ClassCacheMatrix
缓存矩阵 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/CacheMatrix.java:20
InterfaceCalculusFunction
微积分函数 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/calculus/CalculusFunction.java:9
ClassCalculusFunctionTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/calculus/CalculusFunctionTestCase.java:7
InterfaceCapacityArray
容量数组 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/CapacityArray.java:9
ClassCauchyKernelTrick
Cauchy Kernel(柯西核) <pre> 用于维度很高的数据 </pre> @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/kernel/CauchyKernelTrick.java:16
ClassCauchyKernelTrickTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/kernel/CauchyKernelTrickTestCase.java:3
InterfaceCellIterator
单元迭代器 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/CellIterator.java:9
ClassChainCalculusFunction
链式法则微积分函数 <pre> 链式法则 </pre> @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/calculus/ChainCalculusFunction.java:13
ClassChebychevDistance
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/distance/ChebychevDistance.java:19
ClassChebychevDistanceTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/distance/ChebychevDistanceTestCase.java:6
ClassChiSquareKernelTrick
Chi-Square Kernel(卡方核) @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/kernel/ChiSquareKernelTrick.java:14
ClassChiSquareKernelTrickTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/kernel/ChiSquareKernelTrickTestCase.java:3
ClassCircularKernelTrick
Circular Kernel @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/kernel/CircularKernelTrick.java:14
ClassCircularKernelTrickTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/kernel/CircularKernelTrickTestCase.java:3
ClassClipNorm2Normalizer
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/normalization/ClipNorm2Normalizer.java:12
ClassClipNormalizer
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/normalization/ClipNormalizer.java:11
InterfaceClusterer
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/unsupervised/cluster/Clusterer.java:3
InterfaceCoefficient
系数 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/Coefficient.java:11
ClassColumnArrayMatrix
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/ColumnArrayMatrix.java:15
ClassColumnArrayMatrixIterator
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/ColumnArrayMatrix.java:396
ClassColumnArrayMatrixTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/structure/matrix/ColumnArrayMatrixTestCase.java:19
ClassColumnGlobalMatrix
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/ColumnGlobalMatrix.java:16
ClassColumnGlobalMatrixIterator
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/structure/matrix/ColumnGlobalMatrix.java:148
ClassColumnGlobalMatrixTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/structure/matrix/ColumnGlobalMatrixTestCase.java:12
ClassColumnHashMatrixTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/structure/matrix/ColumnHashMatrixTestCase.java:16
ClassCombinationCalculusFunction
组合微积分函数 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/calculus/CombinationCalculusFunction.java:11
InterfaceCondition
条件 @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/condition/Condition.java:13
ClassConsistencyIndexSimilarity
Consistency index for a pair of subsets. Based on definition 1 in L. Kuncheva 2007, A stability index for features selection, Proceedings of the 25th
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/similarity/ConsistencyIndexSimilarity.java:33
ClassConsistencyIndexSimilarityTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/similarity/ConsistencyIndexSimilarityTestCase.java:6
ClassConstantCalculusFunction
常量微积分函数 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/calculus/ConstantCalculusFunction.java:9
ClassConstantSchedule
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/schedule/ConstantSchedule.java:6
ClassCopyParameterFactory
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/parameter/CopyParameterFactory.java:10
InterfaceCorrelationMonitor
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/CorrelationMonitor.java:3
ClassCorrelationTestSuite
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/CorrelationTestSuite.java:7
ClassCosineHashFamily
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/lsh/CosineHashFamily.java:8
ClassCosineHashFamilyTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/lsh/CosineHashFamilyTestCase.java:7
ClassCosineHashFunction
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/lsh/CosineHashFunction.java:10
ClassCosineProximityLossFunction
Cosine Proximity目标函数 <pre> 参考Deeplearning4j团队 </pre> @author Birdy
jstarcraft-ai-model/src/main/java/com/jstarcraft/ai/model/neuralnetwork/loss/CosineProximityLossFunction.java:18
ClassCosineProximityLossFunctionTestCase
jstarcraft-ai-model/src/test/java/com/jstarcraft/ai/model/neuralnetwork/loss/CosineProximityLossFunctionTestCase.java:10
ClassCosineSimilarity
Cosine相似度 @author Birdy
jstarcraft-ai-math/src/main/java/com/jstarcraft/ai/math/algorithm/correlation/similarity/CosineSimilarity.java:17
ClassCosineSimilarityTestCase
jstarcraft-ai-math/src/test/java/com/jstarcraft/ai/math/algorithm/correlation/similarity/CosineSimilarityTestCase.java:6
ClassCpuEnvironmentContext
CPU环境上下文 @author Birdy
jstarcraft-ai-environment/src/main/java/com/jstarcraft/ai/environment/CpuEnvironmentContext.java:19
ClassCsvConverter
Comma-Separated Values转换器 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/converter/CsvConverter.java:30
ClassCsvConverterTestCase
jstarcraft-ai-data/src/test/java/com/jstarcraft/ai/data/converter/CsvConverterTestCase.java:17
InterfaceDataAttribute
数据属性 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/DataAttribute.java:9
ClassDataAttributeTestCase
jstarcraft-ai-data/src/test/java/com/jstarcraft/ai/data/attribute/DataAttributeTestCase.java:5
ClassDataAttributeTestSuite
jstarcraft-ai-data/src/test/java/com/jstarcraft/ai/data/attribute/DataAttributeTestSuite.java:7
ClassDataCapacityException
数据容量异常 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/exception/DataCapacityException.java:8
InterfaceDataConverter
数据转换器 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/converter/DataConverter.java:11
ClassDataConverterTestSuite
jstarcraft-ai-data/src/test/java/com/jstarcraft/ai/data/converter/DataConverterTestSuite.java:7
ClassDataCursorException
数据游标异常 @author Birdy
jstarcraft-ai-data/src/main/java/com/jstarcraft/ai/data/exception/DataCursorException.java:8
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