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skchange

  • User guide
  • API reference
  • Developer guide
  • Releases
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  • User guide
  • API reference
  • Developer guide
  • Releases
  • GitHub

Section Navigation

  • Base
    • BaseDetector
    • BaseIntervalScorer
  • Anomaly detectors
    • BaseSegmentAnomalyDetector
    • CAPA
    • CircularBinarySegmentation
    • StatThresholdAnomaliser
  • Anomaly scores
    • Saving
    • L2Saving
    • LocalAnomalyScore
    • to_saving
    • to_local_anomaly_score
  • Change detectors
    • BaseChangeDetector
    • MovingWindow
    • PELT
    • SeededBinarySegmentation
  • Change scores
    • ChangeScore
    • ContinuousLinearTrendScore
    • CUSUM
    • ESACScore
    • MultivariateGaussianScore
    • to_change_score
  • Composition
    • PenalisedScore
  • Costs
    • BaseCost
    • EmpiricalDistributionCost
    • GaussianCost
    • L1Cost
    • L2Cost
    • LaplaceCost
    • LinearRegressionCost
    • LinearTrendCost
    • MultivariateGaussianCost
    • MultivariateTCost
    • PoissonCost
  • Datasets
    • generate_piecewise_data
    • generate_piecewise_normal_data
    • generate_piecewise_regression_data
    • generate_continuous_piecewise_linear_data
    • load_hvac_system_data
    • generate_anomalous_data
    • generate_changing_data
    • generate_alternating_data
  • Penalties
    • make_bic_penalty
    • make_chi2_penalty
    • make_linear_penalty
    • make_linear_chi2_penalty
    • make_nonlinear_chi2_penalty
  • Utility functions
    • check_data
    • check_cuts_array
    • check_larger_than
    • check_smaller_than
    • check_in_interval
    • plot_detections
    • plot_scatter_segmentation
  • API reference

API reference#

Welcome to the API reference for skchange.

The API reference provides a technical manual. It describes the classes and functions included in skchange.

For Python Interactive examples, see the interactive folder on Github.

  • Base
  • Anomaly detectors
  • Anomaly scores
  • Change detectors
  • Change scores
  • Composition
  • Costs
  • Datasets
  • Penalties
  • Utility functions

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