Primitives and Pipelines

Orion uses the basic building blocks of primitives to compose pipelines, we provide some resources to read more about available primitives and pipelines, and how you can compose and formulate your own

• Primitives
  • Preprocessing
    • time segments aggregate
    • intervals to mask
    • rolling window sequence
    • fillna
    • SimpleImputer
    • MinMaxScaler
  • Modeling
    • ARIMA
    • LSTM
    • LSTM AE
    • Dense AE
    • TadGAN
    • AER
    • VAE
  • Postprocessing
    • score anomalies
    • reconstuction errors
    • regression errors
    • find anomalies
  • Creating Primitives
    • Scaling Primitive Example
    • Components of a Primitive
    • Adding a Primitive to Orion
  • Resources
• Pipelines
  • Pipeline Representation
  • Current Available Pipelines
  • Pipeline Storage
  • Verified Pipelines
  • Pipelines for Custom Data
  • Creating Pipelines
    • Block 1: Primitives
    • Block 2: Initialization Parameters
    • Block 3: Input Names
    • Block 4: Output Names
  • Contributing a Pipeline

Data Primitives