ml.combust.bundle.op

OpNode

trait OpNode[N, M] extends AnyRef

Type class for serializing/deserializing Bundle.ML graph nodes.

Nodes are used to represent a data processing function in a Bundle.ML graph. Nodes connect data fields being processed to the underlying ML models that know how to transform the data.

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Abstract Value Members

  1. abstract val Model: OpModel[M]

    Type class for the underlying model.

  2. abstract def load(context: BundleContext, node: ReadableNode, model: M): N

    Load a node from Bundle.

    Load a node from Bundle.ML data.

    context

    bundle context for decoding custom values and getting non-standard params

    node

    read-only node for attributes

    model

    deserialized model for the node

    returns

    deserialized node object

  3. abstract def model(node: N): M

    Get the underlying model of the node.

    Get the underlying model of the node.

    node

    node object

    returns

    underlying model object

  4. abstract def name(node: N): String

    Get the unique name for this node.

    Get the unique name for this node.

    node

    node object

    returns

    unique name of the node

  5. abstract def shape(node: N): Shape

    Get the shape of the node.

    Get the shape of the node.

    node

    node object

    returns

    shape of the node

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