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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
- Sensor
- RTG_2abrupt
- RBFm_100k
- Hyper100k
- Fried
- ElectricityTiny
- Electricity
- CovtypeTiny
- CovtypeNorm
- Covtype
- CovtFD
- Bike
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
- eval_detector
  - EvaluateDetector

Evaluation

splitcriteria
evaluation
prediction_interval
- MVE
- AdaPI

Miscellaneous

misc
env

API Reference
stream
preprocessing

preprocessing#

Classes#

`BasePipeline`
`ClassifierPipeline`
`RegressorPipeline`
`Transformer`
`MOATransformer`

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Classes

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