SampleGenerator

Declaration

actor SampleGenerator<SampleType> where SampleType : ModelSampleProtocol

Mentioned in

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

Overview

To produce new samples, create an instance, configure its properties, and call run(). After iteration completes, access samples for the full dataset, or invalidSamples for any samples 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