beymani:基于 Hadoop、Spark 和 Storm 的异常检测实现，用于数据质量、网络安全、欺诈检测等
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2021-08-05
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beymani:基于 Hadoop、Spark 和 Storm 的异常检测实现，用于数据质量、网络安全、欺诈检测等 （141个子文件） 
ecomm.conf 2KB salean.conf 2KB and.conf 2KB ticket.conf 2KB bsm.conf 1KB cyd.conf 1KB epid.conf 835B vib.conf 319B cpsale.conf 310B
IntroductionToBeymani.docx 104KB .gitignore 242B tsexpl.ipynb 872KB MarkovModelPredictor.java 16KB MultigramMultiVariateDistribution.java 9KB DistributionBasedPredictor.java 9KB AverageDistance.java 8KB MultiVariateDistribution.java 8KB ZscorePredictor.java 7KB RobustZscorePredictor.java 7KB EsimatedAttrtibuteProbabilityBasedPredictor.java 7KB EntropyBasedDistributionSorter.java 6KB DistributionSorter.java 6KB NeighborDensity.java 6KB StatsBasedOutlierPredictor.java 5KB RelativeDensity.java 5KB OutlierScoreAggregator.java 4KB InterPercentileDifferenceBasedPredictor.java 4KB DataStreamSchema.java 4KB EstimatedMetaProbabilityBasedPredictor.java 4KB MahalanobisDistancePredictor.java 4KB OutlierPredictor.java 4KB EstimatedCumProbabilityBasedPredictor.java 3KB ModelBasedPredictor.java 3KB SequenceMatcher.java 3KB ExtremeValuePredictor.java 3KB FileSpout.java 3KB EstimatedProbabilityBasedPredictor.java 3KB EntropyIncreaseBasedPredictor.java 2KB PredictorSpout.java 2KB DataStream.java 2KB SeequenceScoreAggregator.java 2KB SequencedScore.java 1KB ecomm_hierarchy.json 1KB ecommDataStream.json 513B bsm.json 432B hist.json 377B README.md 3KB manifest.mf 82B mob_loc.properties 1KB ae_ticket.properties 923B knn_udr.properties 709B rt_predict.properties 393B mmfr.properties 317B build.properties 18B mob_loc.py 18KB ecomm.py 14KB codrift.py 10KB sucodr.py 9KB ticket.py 7KB bls.py 4KB cpu_usage.py 4KB olss.py 4KB bvib.py 3KB mvand.py 3KB cpsale.py 3KB wsbot.py 2KB xaction_queue.py 950B cct.rb 2KB xaction_states.rb 600B build.sbt 1016B plugins.sbt 473B build.sbt 255B version.sbt 38B StatsBasedOutlierPredictor.scala 21KB IsolationForestModel.scala 13KB LocalDensityBasedPredictor.scala 9KB InRangeBasedPredictor.scala 9KB NgramFrequencyPredictor.scala 9KB OneStepAheadPredictor.scala 8KB MultiVariateDistribution.scala 8KB SubSequenceDistanceDetector.scala 7KB IsolationForestMerge.scala 7KB OutRangeBasedPredictor.scala 7KB ChangePointDetector.scala 7KB MarkovChainPredictor.scala 6KB OutlierLevelShift.scala 6KB IsolationForestPredictor.scala 6KB SpectralResiduePredictor.scala 6KB ClusterBasedPredictor.scala 5KB OutlierAggregator.scala 5KB ThresholdLearner.scala 5KB OutlierCluster.scala 5KB PrincipalComponentPredictor.scala 5KB LocalNeighborhoodDetector.scala 5KB OutlierUtility.scala 5KB OutlierCounter.scala 4KB OutlierScoreLevelShift.scala 4KB PseudoRelevanceThresholdFinder.scala 4KB WordCount.scala 883B ecomm.sh 4KB共 141 条
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