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  • Installation
  • Docker
  • Tutorials
  • API Reference
  • About Us
  • Contributing
  • GitHub
  • PyPI
  • Discord
  • Email

Section Navigation

Types

  • base
    • Classifier
    • Batch
    • BatchClassifier
    • MOAClassifier
    • SKClassifier
    • ClassifierSSL
    • MOAClassifierSSL
    • Regressor
    • BatchRegressor
    • MOARegressor
    • SKRegressor
    • AnomalyDetector
    • Clusterer
    • ClusteringResult
    • MOAAnomalyDetector
    • MOAClusterer
    • MOAPredictionIntervalLearner
    • PredictionIntervalLearner
  • type_alias
  • instance
    • Instance
    • LabeledInstance
    • RegressionInstance

Data Streams

  • datasets
    • Bike
    • CovtFD
    • Covtype
    • CovtypeNorm
    • CovtypeTiny
    • Electricity
    • ElectricityTiny
    • Fried
    • FriedTiny
    • Hyper100k
    • RBFm_100k
    • RTG_2abrupt
    • Sensor
  • stream
    • drift
      • AbruptDrift
      • Drift
      • DriftStream
      • GradualDrift
      • IndexedCycle
      • RecurrentConceptDriftStream
    • generator
      • AgrawalGenerator
      • HyperPlaneClassification
      • HyperPlaneRegression
      • LEDGenerator
      • LEDGeneratorDrift
      • RandomRBFGenerator
      • RandomRBFGeneratorDrift
      • RandomTreeGenerator
      • SEA
      • STAGGERGenerator
      • SineGenerator
      • WaveformGenerator
      • WaveformGeneratorDrift
    • preprocessing
      • BasePipeline
      • ClassifierPipeline
      • ClassifierPipelineElement
      • DriftDetectorPipelineElement
      • MOATransformer
      • PipelineElement
      • RandomSearchClassifierPE
      • RegressorPipeline
      • RegressorPipelineElement
      • Transformer
      • TransformerPipelineElement
    • Stream
    • Schema
    • ARFFStream
    • TorchClassifyStream
    • CSVStream
    • NumpyStream
    • MOAStream
    • ConcatStream

Problem Settings

  • classifier
    • AdaptiveRandomForestClassifier
    • CSMOTE
    • DynamicWeightedMajority
    • EFDT
    • Finetune
    • HoeffdingAdaptiveTree
    • HoeffdingTree
    • KNN
    • LeveragingBagging
    • MajorityClass
    • NaiveBayes
    • NoChange
    • OnlineAdwinBagging
    • OnlineBagging
    • OnlineSmoothBoost
    • OzaBoost
    • PassiveAggressiveClassifier
    • SAMkNN
    • SGDClassifier
    • ShrubsClassifier
    • StreamingGradientBoostedTrees
    • StreamingRandomPatches
    • WeightedkNN
  • regressor
    • SOKNLBT
    • SOKNL
    • ORTO
    • KNNRegressor
    • FIMTDD
    • ARFFIMTDD
    • AdaptiveRandomForestRegressor
    • PassiveAggressiveRegressor
    • SGDRegressor
    • ShrubsRegressor
    • StreamingGradientBoostedRegression
    • NoChange
    • TargetMean
    • FadingTargetMean
  • anomaly
    • HalfSpaceTrees
    • OnlineIsolationForest
    • Autoencoder
    • StreamRHF
    • StreamingIsolationForest
    • RobustRandomCutForest
  • ssl
    • classifier
      • OSNN
  • ocl
    • evaluation
      • OCLMetrics
    • datasets
      • SplitCIFAR10
      • SplitCIFAR100
      • SplitCIFAR100ViT
      • SplitCIFAR10ViT
      • SplitFashionMNIST
      • SplitMNIST
      • TinySplitMNIST
    • strategy
      • ExperienceReplay
      • SLDA
      • NCM
      • GDumb
    • base
      • TestTaskAware
      • TrainTaskAware
    • util
      • data
  • drift
    • base_detector
      • BaseDriftDetector
      • MOADriftDetector
    • detectors
      • ABCD
      • ADWIN
      • CUSUM
      • DDM
      • EWMAChart
      • GeometricMovingAverage
      • HDDMAverage
      • HDDMWeighted
      • OPTWIN
      • PageHinkley
      • RDDM
      • SEED
      • STEPD
      • STUDD
    • eval_detector
      • DriftDetectionMetrics
      • EvaluateDriftDetector
  • clusterers
    • Clustream
    • Clustream_with_kmeans
    • ClusTree
    • Denstream_with_dbscan
  • automl
    • AutoClass

Evaluation

  • evaluation
    • results
      • PrequentialResults
    • ClassificationEvaluator
    • ClassificationWindowedEvaluator
    • RegressionWindowedEvaluator
    • RegressionEvaluator
    • PredictionIntervalEvaluator
    • PredictionIntervalWindowedEvaluator
    • AnomalyDetectionEvaluator
    • ClusteringEvaluator
  • prediction_interval
    • MVE
    • AdaPI

Miscellaneous

  • ann
    • Perceptron
    • LeNet5
  • splitcriteria
    • GiniSplitCriterion
    • InfoGainSplitCriterion
    • SplitCriterion
    • VarianceReductionSplitCriterion
  • misc
  • env
  • API Reference
  • anomaly

anomaly#

Classes#

HalfSpaceTrees

Half-Space Trees

OnlineIsolationForest

Online Isolation Forest

Autoencoder

Autoencoder anomaly detector

StreamRHF

StreamRHF anomaly detector

StreamingIsolationForest

Streaming Isolation Forest anomaly detector.

RobustRandomCutForest

Robust Random Cut Forest.

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FadingTargetMean

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HalfSpaceTrees

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