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CapyMOA

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Installation
Docker
Tutorials
API Reference
About Us
Contributing

GitHub
PyPI
Discord
Email

Section Navigation

Types

base
type_alias
instance

Data Streams

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

Problem Settings

classifier
regressor
anomaly
ssl
- OSNN
- SLEADE
ocl
- evaluation
  - OCLMetrics
- datasets
- strategy
  - ExperienceReplay
  - SLDA
  - NCM
  - GDumb
  - RAR
- 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
automl

Evaluation

evaluation
prediction_interval
- MVE
- AdaPI

Miscellaneous

ann
- Perceptron
- LeNet5
splitcriteria
misc
env

API Reference
ssl

ssl#

Classes#

`OSNN`	Online Semi-Supervised Neural Network.
`SLEADE`	Semi-supervised SLEADE ensemble.

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