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Version: 25.5

snorkelai.sdk.develop

(Beta) Object-oriented SDK for Snorkel Flow

Classes

Batch(name, uid, dataset_uid, label_schemas, ...)The Batch object represents an annotation batch in Snorkel Flow.
Benchmark(benchmark_uid)A benchmark is the collection of characteristics that you care about for a particular GenAI application, and the measurements you use to assess the performance against those characteristics.
BenchmarkExecution(benchmark_uid, ...)
BenchmarkExecutionExportFormat(value)An enumeration.
BenchmarkExportFormat(value)An enumeration.
CsvExportConfig([sep, quotechar, escapechar])
Dataset(name, uid, mta_enabled)The Dataset object represents a dataset in Snorkel Flow.
JsonExportConfig()
LabelSchema(name, uid, dataset_uid, ...[, ...])The LabelSchema object represents a label schema in Snorkel Flow.
ModelNode(uid, application_uid, config)ModelNode class represents a model node.
Node(uid, application_uid, config)The Node object represents atomic data processing units in Snorkel Flow.
OperatorNode(uid, application_uid, config)OperatorNode class represents a non-model, operator node.
Slice(dataset, slice_uid, name[, ...])