tf-keras

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The TensorFlow-specific implementation of the Keras API, which was the default Keras from 2019 to 2023.

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최종 버전 다운로드 (.zip)

- devcontainer.json
- Dockerfile
- setup.sh
- - 00-bug-template.md
  - 10-feature-request.md
  - 20-documentation-issue.md
  - config.yml
- - auto-assignment.yaml
  - format.yml
  - lint.yml
  - pull_workflow.yaml
  - stale-issues-pr.yml
- bot_config.yml
- settings.json
- format.sh
- lint.sh
- - api_gen.bzl
  - api_init_files.bzl
  - BUILD
  - extractor_wrapper.py
  - generator_wrapper.py
- - __init__.py
  - applications_load_weight_test.py
  - applications_test.py
  - BUILD
  - convnext.py
  - densenet.py
  - efficientnet.py
  - efficientnet_v2.py
  - imagenet_utils.py
  - imagenet_utils_test.py
  - inception_resnet_v2.py
  - inception_v3.py
  - mobilenet.py
  - mobilenet_v2.py
  - mobilenet_v3.py
  - nasnet.py
  - regnet.py
  - resnet.py
  - resnet_rs.py
  - resnet_v2.py
  - vgg16.py
  - vgg19.py
  - xception.py
- - __init__.py
  - benchmark_util.py
  - benchmark_util_test.py
  - BUILD
  - distribution_util.py
  - eager_microbenchmarks_test.py
  - keras_cpu_benchmark_test.py
  - metrics_memory_benchmark_test.py
  - model_components_benchmarks_test.py
  - model_memory_profile.py
  - optimizer_benchmarks_test.py
  - README.md
- - __init__.py
  - boston_housing.py
  - BUILD
  - cifar.py
  - cifar10.py
  - cifar100.py
  - fashion_mnist.py
  - imdb.py
  - mnist.py
  - reuters.py
- - __init__.py
  - BUILD
  - checkpointing_test.py
  - collective_all_reduce_strategy_test.py
  - ctl_correctness_test.py
  - custom_training_loop_metrics_test.py
  - custom_training_loop_models_test.py
  - custom_training_loop_optimizer_test.py
  - dataset_creator_model_fit_ps_only_test.py
  - dataset_creator_model_fit_test.py
  - dataset_creator_model_fit_test_base.py
  - distribute_coordinator_utils.py
  - distribute_strategy_test.py
  - distributed_file_utils.py
  - distributed_file_utils_test.py
  - distributed_training_utils.py
  - distributed_training_utils_test.py
  - distributed_training_utils_v1.py
  - keras_correctness_test_base.py
  - keras_dnn_correctness_test.py
  - keras_embedding_model_correctness_test.py
  - keras_image_model_correctness_test.py
  - keras_metrics_test.py
  - keras_models_test.py
  - keras_optimizer_v2_test.py
  - keras_premade_models_test.py
  - keras_rnn_model_correctness_test.py
  - keras_save_load_test.py
  - keras_stateful_lstm_model_correctness_test.py
  - keras_utils_test.py
  - minimize_loss_test.py
  - mirrored_strategy_test.py
  - mirrored_variable_test.py
  - model_checkpoint_test.py
  - model_collection_base.py
  - model_combinations.py
  - multi_worker_callback_tf2_test.py
  - multi_worker_test.py
  - multi_worker_testing_utils.py
  - optimizer_combinations.py
  - parameter_server_evaluation_test.py
  - parameter_server_exact_evaluation_test.py
  - README.md
  - saved_model_mixed_api_test.py
  - saved_model_save_load_test.py
  - saved_model_test_base.py
  - sharded_variable_test.py
  - simple_models.py
  - strategy_combinations.py
  - test_example.py
  - tpu_strategy_test_utils.py
  - worker_training_state.py
  - worker_training_state_test.py
- - __init__.py
  - BUILD
  - initializers_test.py
  - integration_test_utils.py
  - layers_test.py
  - layout_map.py
  - layout_map_test.py
  - lazy_variable.py
  - metrics_test.py
  - mnist_model_test.py
  - optimizers_test.py
  - save_load_test.py
  - strategy_integration_test.py
  - test_util.py
  - utils.py
  - utils_test.py
- - __init__.py
  - base_layer.py
  - base_layer_test.py
  - base_layer_utils.py
  - base_layer_utils_test.py
  - base_layer_v1.py
  - base_preprocessing_layer.py
  - base_preprocessing_layer_test.py
  - BUILD
  - compile_utils.py
  - compile_utils_test.py
  - control_flow_test.py
  - correctness_test.py
  - data_adapter.py
  - data_adapter_test.py
  - deferred_sequential_test.py
  - feature_columns_integration_test.py
  - functional.py
  - functional_test.py
  - functional_utils.py
  - functional_utils_test.py
  - input_layer.py
  - input_layer_test.py
  - input_spec.py
  - input_spec_test.py
  - keras_tensor.py
  - keras_tensor_test.py
  - node.py
  - node_test.py
  - partial_batch_padding_handler.py
  - ragged_keras_tensor_test.py
  - saving.py
  - sequential.py
  - sequential_test.py
  - training.py
  - training_arrays_test.py
  - training_arrays_v1.py
  - training_dataset_test.py
  - training_distributed_v1.py
  - training_eager_test.py
  - training_eager_v1.py
  - training_generator_test.py
  - training_generator_v1.py
  - training_gpu_test.py
  - training_integration_test.py
  - training_test.py
  - training_utils.py
  - training_utils_v1.py
  - training_utils_v1_test.py
  - training_v1.py
- - __init__.py
  - BUILD
- - __init__.py
  - BUILD
  - export_lib.py
  - export_lib_test.py
- - __init__.py
  - base_feature_layer.py
  - BUILD
  - dense_features.py
  - dense_features_test.py
  - dense_features_v2.py
  - dense_features_v2_test.py
  - sequence_feature_column.py
  - sequence_feature_column_integration_test.py
  - sequence_feature_column_test.py
- - __init__.py
  - BUILD
  - initializers.py
  - initializers_test.py
  - initializers_v1.py
- - BUILD
  - central_storage_strategy_test.py
  - ctl_tutorial_test.py
  - custom_object_saving_test.py
  - distributed_training_test.py
  - extension_type_test.py
  - fit_test.py
  - forwardprop_test.py
  - function_test.py
  - gradient_checkpoint_test.py
  - gradients_test.py
  - legacy_rnn_test.py
  - module_test.py
  - multi_worker_tutorial_test.py
  - mwms_multi_process_runner_test.py
  - parameter_server_custom_training_loop_test.py
  - parameter_server_keras_preprocessing_test.py
  - parameter_server_training_metric_test.py
  - preprocessing_applied_in_dataset_creator_test.py
  - preprocessing_applied_in_dataset_test.py
  - preprocessing_applied_in_model_test.py
  - preprocessing_test_utils.py
  - py_metric_test.py
  - README.md
  - saved_model_test.py
  - saving_v3_test.py
  - tpu_strategy_test.py
  - vectorized_map_test.py
- - __init__.py
  - BUILD
  - kernelized.py
  - kernelized_test.py
  - layers_test.py
  - noise.py
  - serialization.py
  - serialization_test.py
  - subclassed_layers_test.py
  - tensorflow_op_layer_test.py
- - __init__.py
  - base.py
  - base_test.py
  - BUILD
  - convolutional.py
  - convolutional_test.py
  - core.py
  - core_test.py
  - migration_utils.py
  - migration_utils_test.py
  - normalization.py
  - normalization_test.py
  - pooling.py
  - pooling_test.py
  - variable_scope_shim.py
  - variable_scope_shim_test.py
- - __init__.py
  - accuracy_metrics.py
  - accuracy_metrics_test.py
  - base_metric.py
  - base_metric_test.py
  - BUILD
  - confusion_metrics.py
  - confusion_metrics_test.py
  - f_score_metrics.py
  - f_score_metrics_test.py
  - hinge_metrics.py
  - hinge_metrics_test.py
  - iou_metrics.py
  - iou_metrics_test.py
  - metrics_correctness_test.py
  - metrics_functional_test.py
  - probabilistic_metrics.py
  - probabilistic_metrics_test.py
  - py_metric.py
  - py_metric_test.py
  - regression_metrics.py
  - regression_metrics_test.py
- - __init__.py
  - autocast_variable.py
  - autocast_variable_test.py
  - BUILD
  - device_compatibility_check.py
  - device_compatibility_check_test.py
  - layer_correctness_test.py
  - layer_test.py
  - loss_scale_optimizer.py
  - loss_scale_optimizer_test.py
  - mixed_precision_graph_rewrite_test.py
  - model_test.py
  - policy.py
  - policy_test.py
  - test_util.py
- - __init__.py
  - BUILD
  - cloning.py
  - cloning_test.py
  - sharpness_aware_minimization.py
  - sharpness_aware_minimization_test.py
- - __init__.py
  - adadelta.py
  - adafactor.py
  - adagrad.py
  - adam.py
  - adamax.py
  - adamw.py
  - BUILD
  - ftrl.py
  - legacy_learning_rate_decay.py
  - legacy_learning_rate_decay_test.py
  - lion.py
  - lion_test.py
  - nadam.py
  - optimizer.py
  - optimizer_pss_test.py
  - optimizer_test.py
  - optimizer_v1.py
  - optimizer_v1_test.py
  - rmsprop.py
  - sgd.py
  - utils.py
- - __init__.py
  - BUILD
  - linear.py
  - linear_test.py
  - wide_deep.py
  - wide_deep_test.py
- - __init__.py
  - BUILD
  - image.py
  - image_test.py
  - sequence.py
  - sequence_test.py
  - text.py
  - text_test.py
- - BUILD
  - projector_config.proto
  - saved_metadata.proto
  - versions.proto
- - __init__.py
  - BUILD
  - object_registration.py
  - object_registration_test.py
  - pickle_utils.py
  - pickle_utils_test.py
  - saving_api.py
  - saving_lib.py
  - saving_lib_test.py
  - serialization_lib.py
  - serialization_lib_test.py
- - __init__.py
  - BUILD
  - keras_doctest_lib.py
  - keras_doctest_lib_test.py
  - test_combinations.py
  - test_combinations_test.py
  - test_utils.py
- - __init__.py
  - add_loss_correctness_test.py
  - automatic_outside_compilation_test.py
  - BUILD
  - convert_to_constants_test.py
  - custom_training_loop_test.py
  - get_config_samples.py
  - get_config_test.py
  - graph_util_test.py
  - integration_test.py
  - keras_doctest.py
  - memory_checker_test.py
  - memory_test.py
  - model_architectures.py
  - model_architectures_test.py
  - model_subclassing_compiled_test.py
  - model_subclassing_test.py
  - model_subclassing_test_util.py
  - saved_model_test.py
  - saver_test.py
  - serialization_util_test.py
  - temporal_sample_weights_correctness_test.py
  - tracking_test.py
  - tracking_util_test.py
  - tracking_util_with_v1_optimizers_test.py
  - tracking_util_xla_test.py
- - bazel_build.sh
- - __init__.py
  - audio_dataset.py
  - audio_dataset_test.py
  - audio_dataset_with_tfio_test.py
  - BUILD
  - composite_tensor_support_test.py
  - control_flow_util.py
  - conv_utils.py
  - conv_utils_test.py
  - data_utils.py
  - data_utils_test.py
  - dataset_creator.py
  - dataset_creator_test.py
  - dataset_utils.py
  - dataset_utils_test.py
  - feature_space.py
  - feature_space_test.py
  - generic_utils.py
  - generic_utils_test.py
  - image_dataset.py
  - image_dataset_test.py
  - image_utils.py
  - image_utils_test.py
  - io_utils.py
  - io_utils_test.py
  - keras_logging.py
  - kernelized_utils.py
  - kernelized_utils_test.py
  - kpl_test_utils.py
  - layer_utils.py
  - layer_utils_test.py
  - losses_utils.py
  - losses_utils_test.py
  - metrics_utils.py
  - metrics_utils_test.py
  - mode_keys.py
  - np_utils.py
  - np_utils_test.py
  - object_identity.py
  - sidecar_evaluator.py
  - sidecar_evaluator_test.py
  - steps_per_execution_tuning.py
  - steps_per_execution_tuning_test.py
  - text_dataset.py
  - text_dataset_test.py
  - tf_contextlib.py
  - tf_inspect.py
  - tf_utils.py
  - tf_utils_test.py
  - timed_threads.py
  - timed_threads_test.py
  - timeseries_dataset.py
  - timeseries_dataset_test.py
  - traceback_utils.py
  - traceback_utils_test.py
  - version_utils.py
  - version_utils_test.py
  - vis_utils.py
  - vis_utils_test.py
- - BUILD
  - build_wheel.py
  - create_wheel_dir.py
  - README.md
  - tf_keras_wheel_test.py
  - wheel.bzl
- __init__.py
- activations.py
- activations_test.py
- backend.py
- backend_config.py
- backend_config_test.py
- backend_test.py
- BUILD
- callbacks.py
- callbacks_test.py
- callbacks_v1.py
- callbacks_v1_test.py
- constraints.py
- constraints_test.py
- losses.py
- losses_test.py
- opensource_only.files
- regularizers.py
- regularizers_test.py
- tf_keras.bzl
- BUILD
- six.BUILD
.bazelrc
.bazelversion
.gitignore
BUILD
CONTRIBUTING.md
ISSUE_TEMPLATE.md
LICENSE
oss_setup.py
pip_build.py
README.md
requirements.in
requirements.txt
requirements_lock_3_10.txt
SECURITY.md
setup.cfg
tf_keras_python_wheel.bzl
WORKSPACE

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