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Subpackage for TFX components.
Modules
base module
bulk_inferrer module
common_nodes module
evaluator module
example_gen module
example_validator module
experimental module
infra_validator module
model_validator module
pusher module
schema_gen module
statistics_gen module
testdata module
trainer module
transform module
tuner module
util module
Classes
class BulkInferrer: A TFX component to do batch inference on a model with unlabelled examples.
class CsvExampleGen: Official TFX CsvExampleGen component.
class Evaluator: A TFX component to evaluate models trained by a TFX Trainer component.
class ExampleValidator: A TFX component to validate input examples.
class FileBasedExampleGen: A TFX component to ingest examples from a file system.
class ImportExampleGen: Official TFX ImportExampleGen component.
class ImporterNode: Definition for TFX ImporterNode.
class InfraValidator: A TFX component to validate the model against the serving infrastructure.
class ModelValidator: DEPRECATED: Please use Evaluator instead.
class Pusher: A TFX component to push validated TensorFlow models to a model serving platform.
class ResolverNode: Definition for TFX ResolverNode.
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.