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TFX components module.
Classes
class BulkInferrer: A TFX component to do batch inference on a model with unlabelled examples.
class CsvExampleGen: Official TFX CsvExampleGen component.
class DataAccessor: For accessing the data on disk.
class Evaluator: A TFX component to evaluate models trained by a TFX Trainer component.
class ExampleDiff: TFX ExampleDiff component.
class ExampleValidator: A TFX component to validate input examples.
class FnArgs: Args to pass to user defined training/tuning function(s).
class ImportExampleGen: Official TFX ImportExampleGen component.
class ImportSchemaGen: A TFX ImportSchemaGen component to import a schema file into the pipeline.
class InfraValidator: A TFX component to validate the model against the serving infrastructure.
class Pusher: A TFX component to push validated TensorFlow models to a model serving platform.
class SchemaGen: A TFX SchemaGen component to generate a schema from the training data.
class StatisticsGen: Official TFX StatisticsGen component.
class Trainer: A TFX component to train a TensorFlow model.
class Transform: A TFX component to transform the input examples.
class Tuner: A TFX component for model hyperparameter tuning.
class TunerFnResult: Return type of tuner_fn.