Anomsmith

Contents:

  • Getting Started
  • Architecture
  • Network anomaly workflows
  • Predictive maintenance platform
  • Retiring anomaly_detection_toolkit (asset_health)
  • Design Decisions
  • Overview
  • API Reference
Anomsmith
  • Overview: module code

All modules for which code is available

  • anomsmith.objects.health_state
  • anomsmith.objects.views
  • anomsmith.objects.window
  • anomsmith.platform.evaluation
  • anomsmith.platform.predictive_maintenance
  • anomsmith.platform.visualization
  • anomsmith.primitives.base
  • anomsmith.primitives.detectors.autoencoders
  • anomsmith.primitives.detectors.drift
  • anomsmith.primitives.detectors.ensemble
  • anomsmith.primitives.detectors.ml
  • anomsmith.primitives.detectors.pca
  • anomsmith.primitives.detectors.wavelet
  • anomsmith.primitives.model_persistence
  • anomsmith.primitives.scaling
  • anomsmith.primitives.scorers.robust_zscore
  • anomsmith.primitives.scorers.seasonal
  • anomsmith.primitives.scorers.statistical
  • anomsmith.primitives.thresholding
  • anomsmith.workflows.asset_health
  • anomsmith.workflows.batch_inference
  • anomsmith.workflows.detect
  • anomsmith.workflows.eval.backtest
  • anomsmith.workflows.eval.survival_metrics
  • anomsmith.workflows.model_monitoring
  • anomsmith.workflows.network
  • anomsmith.workflows.pca_pm
  • anomsmith.workflows.pm
  • anomsmith.workflows.survival
  • timesmith.typing.protocols

© Copyright 2024, Kyle T. Jones.

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