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CapyMOA

Installation
Docker
Tutorials
API Reference
About Us
- Contributing

GitHub
PyPI
Discord
Email

Installation
Docker
Tutorials
API Reference
About Us
Contributing

GitHub
PyPI
Discord
Email

Section Navigation

Types

base
type_alias
instance

Data Streams

datasets
- downloader
  - DownloadARFFGzip
  - DownloadableDataset
- Bike
- CovtFD
- Covtype
- CovtypeNorm
- CovtypeTiny
- Electricity
- ElectricityTiny
- Fried
- FriedTiny
- Hyper100k
- RBFm_100k
- RTG_2abrupt
- Sensor
stream

Learners

classifier
regressor
anomaly
ssl
- classifier
  - BatchClassifierSSL
  - OSNN

Drift Detection

drift
- base_detector
  - BaseDriftDetector
  - MOADriftDetector
- detectors
  - ADWIN
  - CUSUM
  - DDM
  - EWMAChart
  - GeometricMovingAverage
  - HDDMAverage
  - HDDMWeighted
  - PageHinkley
  - RDDM
  - SEED
  - STEPD
  - ABCD
- eval_detector
  - EvaluateDetector

Evaluation

splitcriteria
evaluation
prediction_interval
- MVE
- AdaPI

Miscellaneous

misc
env

API Reference
anomaly

anomaly#

Classes#

`HalfSpaceTrees`	Half-Space Trees
`OnlineIsolationForest`	Online Isolation Forest
`Autoencoder`	Autoencoder anomaly detector

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HalfSpaceTrees

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Classes

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