![]() |
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.