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osbad 1.5.0 documentation
osbad 1.5.0 documentation

Content

  • Quickstart
  • Datasets Guide
    • MIT/Stanford Data-driven Prediction of Battery Cycle Life Dataset
    • Tohoku Dataset
  • Models Guide
    • Example (1): Baseline Isolation Forest without Hyperparameter Tuning
    • Example (2): Isolation Forest with Hyperparameter Tuning
    • Example (3): Baseline Autoencoder without Hyperparameter Tuning (Tohoku Dataset)
    • Example (4): Autoencoder with Hyperparameter Tuning (Tohoku Dataset)
    • Example(5): Distance Based Anomaly Detection using Euclidean Distance
    • Example(6): K-Nearest Neighbors with Hyperparameter Tuning using Proxy Evaluation Metrics
  • API Reference
    • osbad
      • osbad.config
      • osbad.database
      • osbad.dbad
      • osbad.hyperparam
      • osbad.model
      • osbad.modval
      • osbad.scaler
      • osbad.stats
      • osbad.viz
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