Module: tfx.v1.components

TFX components module.


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.