Path	Lines of Code
CHANGELOG.md	4393
CODE_OF_CONDUCT.md	4
CONTRIBUTING.md	192
LICENSE.txt	163
NOTICE.txt	2
README.rst	167
doc/algorithms/index.rst	14
doc/algorithms/sagemaker.amazon.amazon_estimator.rst	8
doc/algorithms/tabular/autogluon.rst	20
doc/algorithms/tabular/catboost.rst	26
doc/algorithms/tabular/factorization_machines.rst	17
doc/algorithms/tabular/index.rst	14
doc/algorithms/tabular/knn.rst	18
doc/algorithms/tabular/lightgbm.rst	22
doc/algorithms/tabular/linear_learner.rst	17
doc/algorithms/tabular/tabtransformer.rst	21
doc/algorithms/tabular/xgboost.rst	33
doc/algorithms/text/blazing_text.rst	19
doc/algorithms/text/index.rst	19
doc/algorithms/text/lda.rst	17
doc/algorithms/text/machine_translation_hugging_face.rst	7
doc/algorithms/text/named_entity_recognition_hugging_face.rst	7
doc/algorithms/text/ntm.rst	18
doc/algorithms/text/object2vec.rst	18
doc/algorithms/text/question_answering_pytorch.rst	7
doc/algorithms/text/sentence_pair_classification_hugging_face.rst	7
doc/algorithms/text/sentence_pair_classification_tensorflow.rst	7
doc/algorithms/text/sequence_to_sequence.rst	12
doc/algorithms/text/text_classification_tensorflow.rst	7
doc/algorithms/text/text_generation_hugging_face.rst	7
doc/algorithms/text/text_summarization_hugging_face.rst	7
doc/algorithms/time_series/index.rst	7
doc/algorithms/unsupervised/index.rst	10
doc/algorithms/unsupervised/ipinsights.rst	18
doc/algorithms/unsupervised/kmeans.rst	17
doc/algorithms/unsupervised/pca.rst	17
doc/algorithms/unsupervised/randomcutforest.rst	17
doc/algorithms/vision/image_classification_mxnet.rst	14
doc/algorithms/vision/image_classification_pytorch.rst	7
doc/algorithms/vision/image_classification_tensorflow.rst	7
doc/algorithms/vision/image_embedding_tensorflow.rst	7
doc/algorithms/vision/index.rst	18
doc/algorithms/vision/instance_segmentation_mxnet.rst	7
doc/algorithms/vision/object_detection_mxnet.rst	7
doc/algorithms/vision/object_detection_mxnet_gluoncv.rst	15
doc/algorithms/vision/object_detection_pytorch.rst	7
doc/algorithms/vision/object_detection_tensorflow.rst	7
doc/algorithms/vision/semantic_segmentation_mxnet.rst	7
doc/algorithms/vision/semantic_segmentation_mxnet_gluoncv.rst	29
doc/algorithms/vision/text_embedding_tensorflow_mxnet.rst	7
doc/amazon_sagemaker_debugger.rst	286
doc/amazon_sagemaker_featurestore.rst	360
doc/amazon_sagemaker_model_building_pipeline.rst	1240
doc/amazon_sagemaker_model_monitoring.rst	129
doc/amazon_sagemaker_processing.rst	167
doc/api/governance/index.rst	7
doc/api/governance/model_card.rst	33
doc/api/index.rst	12
doc/api/inference/async_inference.rst	15
doc/api/inference/deserializers.rst	10
doc/api/inference/explainer.rst	11
doc/api/inference/index.rst	7
doc/api/inference/model.rst	20
doc/api/inference/model_builder.rst	9
doc/api/inference/model_collection.rst	6
doc/api/inference/model_monitor.rst	38
doc/api/inference/multi_data_model.rst	6
doc/api/inference/pipeline.rst	6
doc/api/inference/predictor_async.rst	7
doc/api/inference/predictors.rst	7
doc/api/inference/serializers.rst	10
doc/api/inference/serverless.rst	7
doc/api/inference/transformer.rst	6
doc/api/prep_data/feature_store.rst	146
doc/api/training/algorithm.rst	6
doc/api/training/analytics.rst	18
doc/api/training/automl.rst	10
doc/api/training/automlv2.rst	6
doc/api/training/debugger.rst	42
doc/api/training/distributed.rst	31
doc/api/training/estimators.rst	24
doc/api/training/index.rst	16
doc/api/training/model_trainer.rst	12
doc/api/training/parameter.rst	6
doc/api/training/processing.rst	14
doc/api/training/profiler.rst	68
doc/api/training/sdp_versions/archives.rst	6
doc/api/training/sdp_versions/latest.rst	34
doc/api/training/sdp_versions/latest/smd_data_parallel_pytorch.rst	105
doc/api/training/sdp_versions/latest/smd_data_parallel_tensorflow.rst	347
doc/api/training/sdp_versions/v1.0.0/smd_data_parallel_pytorch.rst	362
doc/api/training/sdp_versions/v1.0.0/smd_data_parallel_tensorflow.rst	349
doc/api/training/sdp_versions/v1.1.x/smd_data_parallel_pytorch.rst	362
doc/api/training/sdp_versions/v1.1.x/smd_data_parallel_tensorflow.rst	351
doc/api/training/sdp_versions/v1.2.x/smd_data_parallel_pytorch.rst	387
doc/api/training/sdp_versions/v1.2.x/smd_data_parallel_tensorflow.rst	350
doc/api/training/sdp_versions/v1_0_0.rst	6
doc/api/training/sdp_versions/v1_1_x.rst	6
doc/api/training/sdp_versions/v1_2_x.rst	6
doc/api/training/smd_data_parallel.rst	24
doc/api/training/smd_data_parallel_release_notes/smd_data_parallel_change_log.rst	257
doc/api/training/smd_data_parallel_use_sm_pysdk.rst	39
doc/api/training/tuner.rst	18
doc/api/utility/accept_types.rst	7
doc/api/utility/config.rst	6
doc/api/utility/content_types.rst	7
doc/api/utility/environment_variables.rst	6
doc/api/utility/featuregroup_utils.rst	6
doc/api/utility/hyperparameters.rst	6
doc/api/utility/image_uris.rst	6
doc/api/utility/index.rst	7
doc/api/utility/inputs.rst	10
doc/api/utility/instance_group.rst	7
doc/api/utility/instance_types.rst	7
doc/api/utility/interactive_apps.rst	14
doc/api/utility/lambda_helper.rst	6
doc/api/utility/metric_definitions.rst	7
doc/api/utility/model_uris.rst	6
doc/api/utility/network.rst	6
doc/api/utility/s3.rst	6
doc/api/utility/script_uris.rst	6
doc/api/utility/session.rst	6
doc/doc_utils/pretrainedmodels.rst	1
doc/experiments/index.rst	7
doc/experiments/sagemaker.experiments.rst	20
doc/frameworks/chainer/index.rst	10
doc/frameworks/chainer/sagemaker.chainer.rst	20
doc/frameworks/chainer/using_chainer.rst	412
doc/frameworks/djl/index.rst	11
doc/frameworks/djl/sagemaker.djl_inference.rst	14
doc/frameworks/djl/using_djl.rst	56
doc/frameworks/huggingface/index.rst	10
doc/frameworks/huggingface/sagemaker.huggingface.rst	32
doc/frameworks/index.rst	16
doc/frameworks/mxnet/index.rst	10
doc/frameworks/mxnet/sagemaker.mxnet.rst	26
doc/frameworks/mxnet/using_mxnet.rst	444
doc/frameworks/pytorch/index.rst	7
doc/frameworks/pytorch/sagemaker.pytorch.rst	26
doc/frameworks/pytorch/using_pytorch.rst	797
doc/frameworks/rl/index.rst	10
doc/frameworks/rl/sagemaker.rl.rst	8
doc/frameworks/rl/using_rl.rst	144
doc/frameworks/sklearn/index.rst	10
doc/frameworks/sklearn/sagemaker.sklearn.rst	26
doc/frameworks/sklearn/using_sklearn.rst	362
doc/frameworks/sparkml/index.rst	7
doc/frameworks/sparkml/sagemaker.sparkml.rst	14
doc/frameworks/tensorflow/deploying_tensorflow_serving.rst	468
doc/frameworks/tensorflow/index.rst	12
doc/frameworks/tensorflow/sagemaker.tensorflow.rst	32
doc/frameworks/tensorflow/upgrade_from_legacy.rst	170
doc/frameworks/tensorflow/using_tf.rst	665
doc/frameworks/xgboost/index.rst	7
doc/frameworks/xgboost/using_xgboost.rst	336
doc/frameworks/xgboost/xgboost.rst	17
doc/index.rst	80
doc/overview.rst	2400
doc/remote_function/sagemaker.remote_function.rst	18
doc/requirements.txt	8
doc/v2.rst	327
doc/workflows/airflow/index.rst	10
doc/workflows/airflow/sagemaker.workflow.airflow.rst	26
doc/workflows/airflow/using_workflow.rst	137
doc/workflows/index.rst	10
doc/workflows/lineage/index.rst	8
doc/workflows/lineage/sagemaker.lineage.rst	36
doc/workflows/pipelines/index.rst	7
doc/workflows/pipelines/sagemaker.workflow.pipelines.rst	115
doc/workflows/step_functions/index.rst	11
mypy.ini	2
requirements/extras/feature-processor_requirements.txt	2
requirements/extras/huggingface_requirements.txt	5
requirements/extras/local_requirements.txt	3
requirements/extras/sagemaker-mlflow_requirements.txt	1
requirements/extras/scipy_requirements.txt	1
requirements/extras/test_requirements.txt	54
requirements/tox/black_requirements.txt	1
requirements/tox/doc8_requirements.txt	2
requirements/tox/docstyle_requirements.txt	1
requirements/tox/flake8_requirements.txt	2
requirements/tox/mypy_requirements.txt	1
requirements/tox/pydocstyle_requirements.txt	1
requirements/tox/pylint_requirements.txt	2
requirements/tox/spelling_requirements.txt	2
requirements/tox/twine_requirements.txt	2
src/sagemaker/amazon/README.rst	33
src/sagemaker/automl/README.rst	45
src/sagemaker/image_uri_config/autogluon.json	1249
src/sagemaker/image_uri_config/blazingtext.json	50
src/sagemaker/image_uri_config/chainer.json	104
src/sagemaker/image_uri_config/clarify.json	39
src/sagemaker/image_uri_config/coach-mxnet.json	70
src/sagemaker/image_uri_config/coach-tensorflow.json	186
src/sagemaker/image_uri_config/data-wrangler.json	91
src/sagemaker/image_uri_config/debugger.json	34
src/sagemaker/image_uri_config/detailed-profiler.json	18
src/sagemaker/image_uri_config/djl-deepspeed.json	313
src/sagemaker/image_uri_config/djl-fastertransformer.json	135
src/sagemaker/image_uri_config/djl-lmi.json	115
src/sagemaker/image_uri_config/djl-neuronx.json	218
src/sagemaker/image_uri_config/djl-tensorrtllm.json	214
src/sagemaker/image_uri_config/factorization-machines.json	50
src/sagemaker/image_uri_config/forecasting-deepar.json	50
src/sagemaker/image_uri_config/huggingface-llm-neuronx.json	595
src/sagemaker/image_uri_config/huggingface-llm.json	1137
src/sagemaker/image_uri_config/huggingface-neuron.json	51
src/sagemaker/image_uri_config/huggingface-neuronx.json	371
src/sagemaker/image_uri_config/huggingface-tei-cpu.json	155
src/sagemaker/image_uri_config/huggingface-tei.json	155
src/sagemaker/image_uri_config/huggingface-training-compiler.json	192
src/sagemaker/image_uri_config/huggingface.json	2138
src/sagemaker/image_uri_config/hyperpod-recipes-neuron.json	52
src/sagemaker/image_uri_config/image-classification-neo.json	43
src/sagemaker/image_uri_config/image-classification.json	50
src/sagemaker/image_uri_config/inferentia-mxnet.json	88
src/sagemaker/image_uri_config/inferentia-pytorch.json	127
src/sagemaker/image_uri_config/inferentia-tensorflow.json	88
src/sagemaker/image_uri_config/instance_gpu_info.json	782
src/sagemaker/image_uri_config/ipinsights.json	50
src/sagemaker/image_uri_config/kmeans.json	50
src/sagemaker/image_uri_config/knn.json	50
src/sagemaker/image_uri_config/lda.json	26
src/sagemaker/image_uri_config/linear-learner.json	50
src/sagemaker/image_uri_config/model-monitor.json	42
src/sagemaker/image_uri_config/mxnet.json	1154
src/sagemaker/image_uri_config/neo-mxnet.json	64
src/sagemaker/image_uri_config/neo-pytorch.json	341
src/sagemaker/image_uri_config/neo-tensorflow.json	109
src/sagemaker/image_uri_config/ntm.json	50
src/sagemaker/image_uri_config/object-detection.json	50
src/sagemaker/image_uri_config/object2vec.json	50
src/sagemaker/image_uri_config/pca.json	50
src/sagemaker/image_uri_config/pytorch-neuron.json	43
src/sagemaker/image_uri_config/pytorch-smp.json	218
src/sagemaker/image_uri_config/pytorch-training-compiler.json	80
src/sagemaker/image_uri_config/pytorch.json	2952
src/sagemaker/image_uri_config/randomcutforest.json	50
src/sagemaker/image_uri_config/ray-pytorch.json	46
src/sagemaker/image_uri_config/ray-tensorflow.json	194
src/sagemaker/image_uri_config/sagemaker-base-python.json	44
src/sagemaker/image_uri_config/sagemaker-distribution.json	37
src/sagemaker/image_uri_config/sagemaker-geospatial.json	13
src/sagemaker/image_uri_config/sagemaker-tritonserver.json	171
src/sagemaker/image_uri_config/semantic-segmentation.json	50
src/sagemaker/image_uri_config/seq2seq.json	50
src/sagemaker/image_uri_config/sklearn.json	446
src/sagemaker/image_uri_config/spark.json	229
src/sagemaker/image_uri_config/sparkml-serving.json	97
src/sagemaker/image_uri_config/stabilityai.json	53
src/sagemaker/image_uri_config/tensorflow.json	4911
src/sagemaker/image_uri_config/vw.json	25
src/sagemaker/image_uri_config/xgboost-neo.json	43
src/sagemaker/image_uri_config/xgboost.json	888
src/sagemaker/jumpstart/region_config.json	163
src/sagemaker/modules/train/sm_recipes/training_recipes.json	17
src/sagemaker/pytorch/training_recipes.json	17
src/sagemaker/serve/schema/task.json	33
src/sagemaker/serve/utils/in_process_requirements.txt	85
src/sagemaker/xgboost/README.rst	64
tests/data/dummy_code_bundle_with_reqs/requirements.txt	3
tests/data/dummy_input.txt	1
tests/data/dummy_requirements.txt	1
tests/data/huggingface/requirements.txt	1
tests/data/huggingface_byoc/requirements.txt	3
tests/data/model_card/evaluation_metrics/clarify_bias.json	49
tests/data/model_card/evaluation_metrics/clarify_explanability.json	102
tests/data/model_card/evaluation_metrics/model_monitor_model_quality_binary_classification.json	116
tests/data/model_card/evaluation_metrics/model_monitor_model_quality_regression.json	25
tests/data/model_card/evaluation_metrics/translated_clarify_bias.json	34
tests/data/model_card/evaluation_metrics/translated_clarify_explanation.json	226
tests/data/model_card/evaluation_metrics/translated_model_monitor_model_quality_binary_classification.json	186
tests/data/model_card/evaluation_metrics/translated_model_monitor_model_quality_regression.json	33
tests/data/modules/params_script/hyperparameters.json	15
tests/data/modules/params_script/requirements.txt	1
tests/data/modules/script_mode/requirements.txt	3
tests/data/monitor/constraint_violations.json	31
tests/data/monitor/constraints.json	36
tests/data/monitor/statistics.json	29
tests/data/pipeline/clarify_check_step/data_bias/bad_cases/analysis.json	56
tests/data/pipeline/clarify_check_step/data_bias/good_cases/analysis.json	56
tests/data/pipeline/model_step/pytorch_mnist/requirements.txt	1
tests/data/pipeline/quality_check_step/data_quality/bad_cases/constraints.json	57
tests/data/pipeline/quality_check_step/data_quality/good_cases/constraints.json	57
tests/data/pipeline/quality_check_step/data_quality/statistics.json	403
tests/data/pipeline/quality_check_step/model_quality/bad_cases/constraints.json	21
tests/data/pipeline/quality_check_step/model_quality/good_cases/constraints.json	21
tests/data/pipeline/quality_check_step/model_quality/statistics.json	24
tests/data/pytorch_neo/imagenet1000_clsidx_to_labels.txt	1000
tests/data/remote_function/non_existent_requirements.txt	1
tests/data/remote_function/old_deps_requirements.txt	1
tests/data/remote_function/requirements.txt	1
tests/data/serve_resources/mlflow/pytorch/data/pickle_module_info.txt	1
tests/data/serve_resources/mlflow/pytorch/requirements.txt	16
tests/data/serve_resources/mlflow/tensorflow/requirements.txt	4
tests/data/serve_resources/mlflow/tensorflow/tf2model/fingerprint.pb	1
tests/data/serve_resources/mlflow/tensorflow/tf2model/saved_model.pb	1168
tests/data/serve_resources/mlflow/xgboost/requirements.txt	8
tests/data/spark/code/java/hello-java-spark/manifest.txt	1
tests/data/spark/conf/configuration.json	60
tests/data/tfs/tfs-test-entrypoint-with-handler/123/assets/foo.txt	1
tests/data/tfs/tfs-test-entrypoint-with-handler/123/saved_model.pb	531
tests/data/tfs/tfs-test-model-with-inference/00000123/assets/foo.txt	1
tests/data/tfs/tfs-test-model-with-inference/00000123/saved_model.pb	531
tests/data/workflow/requirements.txt	1
tox.ini	178