ml.combust.bundle.op

OpModel

trait OpModel[M] extends AnyRef

Type class for serializing/deserializing ML models to Bundle.ML.

M

Scala class of the ML model

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  1. abstract def load(context: BundleContext, model: ReadableModel): M

    Load the model.

    Load the model.

    Load all standard parameters from the model attributes. Load all non-standard parameters like decision trees from the custom files.

    context

    bundle context for decoding custom values and reading non-standard files

    model

    model and attributes read from Bundle.ML

    returns

    reconstructed ML model from the model and context

  2. abstract def opName: String

    Get the name of the model.

    Get the name of the model.

    returns

    name of the model

  3. abstract def store(context: BundleContext, model: WritableModel, obj: M): WritableModel

    Store the model.

    Store the model.

    Store all standard parameters to the model's attribute list. Store all non-standard parameters like a decision tree to files.

    Attributes saved to the writable model will be serialized for you to JSON or Protobuf depending on the selected ml.combust.bundle.serializer.SerializationFormat.

    context

    bundle context for encoding custom values and writing non-standard files

    model

    writable model to store model attributes in

    obj

    object to be stored in Bundle.ML

    returns

    writable model to be serialized

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