SampleGenerator

Declaration

actor SampleGenerator<SampleType> where SampleType : ModelSampleProtocol

Mentioned in

• Designing datasets to test your feature
• Generating synthetic datasets
• Designing effective evaluations

Overview

Create a generator, configure its properties, then call run() to produce new samples as an async stream. After iteration completes, access samples for all generated samples, or invalidSamples for any the validator rejected.

Topics

Creating a generator

• init(_:samples:targetCount:sessionProvider:samplingStrategy:validator:)
• init(_:samples:targetCount:sessionProvider:samplingStrategy:validator:)

Configuring generation

• samplingStrategy
• validator
• SampleGenerator.SamplingStrategy

Running generation

• run()

Accessing results

• samples
• invalidSamples

Relationships

Conforms To

• Actor
• Sendable
• SendableMetatype

See Also

Datasets

• Generating synthetic datasets
• Designing datasets to test your feature
• ModelSample
• Loader