CapyMOA
Section Navigation
Research Domains
classifier
CSMOTE
EFDT
KNN
LAST
PLASTIC
AdaptiveRandomForestClassifier
DynamicEnsembleMemberSelection
DynamicWeightedMajority
Finetune
HoeffdingAdaptiveTree
HoeffdingTree
LeveragingBagging
MajorityClass
NaiveBayes
NoChange
OnlineAdwinBagging
OnlineBagging
OnlineSmoothBoost
OzaBoost
PassiveAggressiveClassifier
SAMkNN
SGDClassifier
ShrubsClassifier
StochasticGradientTree
StreamingGradientBoostedTrees
StreamingRandomPatches
WeightedkNN
drift
base_detector
BaseDriftDetector
MOADriftDetector
detectors
ABCD
ADWIN
BNDM
CUSUM
D3
DDM
EDDM
MMD
OPTWIN
PSI
RDDM
SEED
STEPD
STUDD
AndersonDarling
BaseDataDriftDetector
ChiSquare
CramerVonMises
DataDriftResult
EWMAChart
EnergyDistance
GeometricMovingAverage
HDDMAverage
HDDMWeighted
Hellinger
JensenShannon
KLDivergence
KolmogorovSmirnov
PageHinkley
Wasserstein
eval_detector
DriftDetectionMetrics
EvaluateDriftDetector
regressor
ARFFIMTDD
FIMTDD
ORTO
SOKNL
SOKNLBT
AdaptiveRandomForestRegressor
FadingTargetMean
KNNRegressor
PassiveAggressiveRegressor
SGDRegressor
ShrubsRegressor
StreamingGradientBoostedRegression
TargetMean
cluster
ClusTree
Clustream
Clustream_with_kmeans
Denstream_with_dbscan
anomaly
datasets
TinyBlobs
AdaptiveIsolationForest
Autoencoder
HalfSpaceTrees
IForestASD
Loda
OnlineIsolationForest
RSHash
RobustRandomCutForest
StreamRHF
StreamingIsolationForest
ocl
DomainCIFAR100
DomainCIFAR100ViT
RotatedFashionMNIST
RotatedMNIST
RotatedTinyMNIST
SplitCIFAR10
SplitCIFAR10ViT
SplitCIFAR100
SplitCIFAR100ViT
SplitFashionMNIST
SplitMNIST
TinySplitMNIST
evaluation
events
EvalBatchPredict
TestBegin
TestEnd
TestTaskBegin
TestTaskEnd
TrainBatchPredict
TrainBegin
TrainEnd
TrainTaskBegin
TrainTaskEnd
OCLMetrics
Dispatcher
Event
Handler
strategy
l2p
L2P
L2PViT
EWC
LWF
MAS
NCM
RAR
SI
SLDA
ExperienceReplay
GDumb
RWalk
util
data
functional
ssl
OSNN
SLEADE
automl
AutoClass
BanditClassifier
EpsilonGreedy
SuccessiveHalvingClassifier
uncertainty
MVE
AdaPI
feature
FeatureImportanceClassifier
MOAFeatureImportanceClassifier
CapyMOA Core
base
AnomalyDetector
Batch
BatchClassifier
BatchRegressor
Classifier
ClassifierSSL
Clusterer
ClusteringResult
LearnerParamsMixin
LearnerSpec
MOAAnomalyDetector
MOAClassifier
MOAClassifierSSL
MOAClusterer
MOAPredictionIntervalLearner
MOARegressor
PredictionIntervalLearner
Regressor
SKClassifier
SKRegressor
core
io
moa
splitcriteria
GiniSplitCriterion
InfoGainSplitCriterion
SplitCriterion
VarianceReductionSplitCriterion
torch
ann
LeNet5
Perceptron
Instance
Label
LabelIndex
LabeledInstance
RegressionInstance
TargetValue
KDD99
Airlines
Bike
CovtFD
Covtype
CovtypeNorm
CovtypeTiny
Electricity
ElectricityTiny
Fried
FriedTiny
Hyper100k
Nomao
PokerHand
RBFm_100k
RTG_2abrupt
Sensor
Spambase
results
PrequentialResults
AnomalyDetectionEvaluator
ClassificationEvaluator
ClassificationWindowedEvaluator
ClusteringEvaluator
PredictionIntervalEvaluator
PredictionIntervalWindowedEvaluator
RegressionEvaluator
RegressionWindowedEvaluator
stream
AbruptDrift
Concept
Drift
DriftStream
GradualDrift
IndexedCycle
RecurrentConceptDriftStream
generator
AgrawalGenerator
HyperPlaneClassification
HyperPlaneRegression
LEDGenerator
LEDGeneratorDrift
MixedGenerator
RandomRBFGenerator
RandomRBFGeneratorDrift
RandomTreeGenerator
SEA
STAGGERGenerator
SineGenerator
WaveformGenerator
WaveformGeneratorDrift
preprocessing
BasePipeline
ClassifierPipeline
ClassifierPipelineElement
DriftDetectorPipelineElement
MOATransformer
PipelineElement
RandomSearchClassifierPE
RegressorPipeline
RegressorPipelineElement
Transformer
TransformerPipelineElement
ARFFStream
CSVStream
MOAStream
NumpyStream
Schema
Stream
TorchStream
env
Bases: Event
On evaluation start.
