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CapyMOA

Setup
Tutorials
API
About Us
Contributing

GitHub
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Setup
Tutorials
API
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
  - l2p
    
    L2P
    
    L2PViT
  - ExperienceReplay
  - SLDA
  - NCM
  - GDumb
  - RAR
  - EWC
- 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
feature_selection
- FeatureImportanceClassifier
- MOAFeatureImportanceClassifier

Evaluation

evaluation
prediction_interval
- MVE
- AdaPI

Miscellaneous

ann
- Perceptron
- LeNet5
splitcriteria
misc
env

API
drift
base_detector

base_detector#

Classes#

`BaseDriftDetector`	Drift Detector
`MOADriftDetector`	A MOA (Massive Online Analysis) drift detector for CapyMOA.

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BaseDriftDetector

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Classes

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