Path	Lines of Code
autopilot/mlops/timeseries/aws-automl-ts-cdk/glue/preprocess.py	76
autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-autopilot-job/index.py	32
autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-config/index.py	37
autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-transform-job/index.py	20
autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/create-autopilot-job/index.py	42
autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/create-transform-job/index.py	52
autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/trigger/index.py	22
autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/autopilot-mlops-stack.ts	31
autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct/glue.ts	58
autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct/lambda.ts	64
autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct/sagemaker.ts	39
autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct/state-machine.ts	160
autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct/trigger.ts	74
bring-your-own-container/__init__.py	1
bring-your-own-container/fairseq_translation/fairseq/distributed_train.py	52
bring-your-own-container/fairseq_translation/fairseq/predictor.py	31
bring-your-own-container/fairseq_translation/fairseq/sagemaker_translate.py	171
bring-your-own-container/fairseq_translation/fairseq/train_driver.py	279
bring-your-own-container/fairseq_translation/fairseq/wsgi.py	2
bring-your-own-container/fairseq_translation/fairseq_sagemaker_distributed_translate_de2en.ipynb	405
bring-your-own-container/fairseq_translation/fairseq_sagemaker_pretrained_en2fr.ipynb	296
bring-your-own-container/fairseq_translation/fairseq_sagemaker_translate_de2en.ipynb	401
bring-your-own-container/fairseq_translation/fairseq_sagemaker_translate_en2fr.ipynb	394
bring-your-own-container/fairseq_translation/lib/changehostname.c	8
bring-your-own-container/pytorch_extending_our_containers/__init__.py	1
bring-your-own-container/pytorch_extending_our_containers/container/__init__.py	1
bring-your-own-container/pytorch_extending_our_containers/container/cifar10/__init__.py	1
bring-your-own-container/pytorch_extending_our_containers/container/cifar10/cifar10.py	145
bring-your-own-container/pytorch_extending_our_containers/pytorch_extending_our_containers.ipynb	779
bring-your-own-container/pytorch_extending_our_containers/utils/__init__.py	1
bring-your-own-container/pytorch_extending_our_containers/utils/utils_cifar.py	26
data-labelling/GT_semantic_segmentation_to_COCO.ipynb	471
data-labelling/data_analysis_of_ground_truth_image_classification_output.ipynb	424
data-labelling/labeling_adjustment_job_adaptation.ipynb	333
data-labelling/sagemaker_ground_truth_workflows.ipynb	861
data-preparation/sagemaker-datawrangler/explore_data.ipynb	332
data-preparation/sagemaker-processing/feature_transformation_with_sagemaker_processing.ipynb	561
data-preparation/sagemaker-processing/local_pyspark_example.ipynb	596
deploy-models/__init__.py	1
deploy-models/batch-inference/working-with-tfrecords.ipynb	444
deploy-models/compile-models/sagemaker-neo-tf-unet.ipynb	668
deploy-models/deploy-llm-chatbot/sagemaker_lmi_chatbot.ipynb	323
deploy-models/real-time-inference/__init__.py	1
deploy-models/real-time-inference/multi_model_catboost/__init__.py	1
deploy-models/real-time-inference/multi_model_catboost/container/__init__.py	1
deploy-models/real-time-inference/multi_model_catboost/container/dockerd-entrypoint.py	21
deploy-models/real-time-inference/multi_model_catboost/container/model_handler.py	69
deploy-models/real-time-inference/multi_model_catboost/multi_model_catboost.ipynb	611
feature-store/feature_store_client_side_encryption.ipynb	728
feature-store/feature_store_kms_key_encryption.ipynb	606
jamba1.5-retriever/JambaRetriever.ipynb	275
jamba1.5-retriever/scripts/inference.py	40
jamba1.5-retriever/scripts/train.py	224
miscellaneous/distributed_tensorflow_mask_rcnn/aws-mask-rcnn.py	131
miscellaneous/distributed_tensorflow_mask_rcnn/cfn-fsx.yaml	38
miscellaneous/distributed_tensorflow_mask_rcnn/cfn-sm.yaml	538
miscellaneous/distributed_tensorflow_mask_rcnn/container-optimized-script-mode/resources/train.py	224
miscellaneous/distributed_tensorflow_mask_rcnn/container-script-mode/resources/train.py	221
miscellaneous/distributed_tensorflow_mask_rcnn/container-serving-optimized/resources/predict.py	185
miscellaneous/distributed_tensorflow_mask_rcnn/container-serving-optimized/resources/serve.py	46
miscellaneous/distributed_tensorflow_mask_rcnn/container-serving-optimized/resources/wsgi.py	2
miscellaneous/distributed_tensorflow_mask_rcnn/container-serving/resources/predict.py	136
miscellaneous/distributed_tensorflow_mask_rcnn/container-serving/resources/serve.py	46
miscellaneous/distributed_tensorflow_mask_rcnn/container-serving/resources/wsgi.py	2
miscellaneous/distributed_tensorflow_mask_rcnn/mask-rcnn-inference.ipynb	737
miscellaneous/distributed_tensorflow_mask_rcnn/mask-rcnn-scriptmode-efs.ipynb	827
miscellaneous/distributed_tensorflow_mask_rcnn/mask-rcnn-scriptmode-experiment-trials.ipynb	982
miscellaneous/distributed_tensorflow_mask_rcnn/mask-rcnn-scriptmode-fsx.ipynb	1402
miscellaneous/distributed_tensorflow_mask_rcnn/mask-rcnn-scriptmode-s3.ipynb	722
miscellaneous/distributed_tensorflow_mask_rcnn/tensorpack-mask-rcnn.py	124
reinforcement-learning/rl_cartpole_batch_coach.ipynb	821
reinforcement-learning/rl_cartpole_coach_gymEnv.ipynb	636
reinforcement-learning/rl_cartpole_ray_gymEnv.ipynb	554
torchserve/inf2/llama2/llama-2-13b.ipynb	736
torchserve/inf2/llama2/workspace/inf2_handler.py	129
torchserve/inf2/llama2/workspace/model-config.yaml	16
training/built-in-algorithms/Amazon_Tabular_Classification_XGBoost_LinearLearner.ipynb	760
training/built-in-algorithms/Amazon_Tabular_Regression_XGBoost_LinearLearner.ipynb	704
training/built-in-algorithms/Image-classification-fulltraining-elastic-inference.ipynb	1136
training/built-in-algorithms/Image-classification-fulltraining-highlevel.ipynb	852
training/built-in-algorithms/Image-classification-fulltraining.ipynb	1266
training/built-in-algorithms/Image-classification-incremental-training-highlevel.ipynb	877
training/built-in-algorithms/Image-classification-lst-format-highlevel.ipynb	883
training/built-in-algorithms/Image-classification-lst-format.ipynb	1639
training/built-in-algorithms/Image-classification-multilabel-lst.ipynb	673
training/built-in-algorithms/Image-classification-transfer-learning-highlevel.ipynb	811
training/built-in-algorithms/Image-classification-transfer-learning.ipynb	1270
training/built-in-algorithms/blazingtext_text_classification_dbpedia.ipynb	610
training/built-in-algorithms/blazingtext_word2vec_subwords_text8.ipynb	617
training/built-in-algorithms/deepar_synthetic.ipynb	605
training/built-in-algorithms/handling_kms_encrypted_data.ipynb	681
training/built-in-algorithms/linear_learner_mnist.ipynb	564
training/built-in-algorithms/linear_learner_mnist_with_file_system_data_source.ipynb	236
training/built-in-algorithms/object2vec_movie_recommendation.ipynb	1261
training/built-in-algorithms/parquet_to_recordio_protobuf.ipynb	452
training/built-in-algorithms/xgboost_abalone.ipynb	652
training/built-in-algorithms/xgboost_managed_spot_training.ipynb	393
training/built-in-algorithms/xgboost_parquet_input_training.ipynb	356
training/built-in-frameworks/create_endpoint.ipynb	1228
training/built-in-frameworks/fastai_oxford_pets/fastai_lesson1_sagemaker_example.ipynb	466
training/built-in-frameworks/fastai_oxford_pets/source/pets.py	133
training/built-in-frameworks/xgboost_abalone_dist_script_mode.ipynb	626
training/built-in-frameworks/xgboost_managed_spot_training.ipynb	393
training/data_distribution_types.ipynb	899
training/distributed-training/RNNT_notebook.ipynb	436
training/distributed-training/pytorch_smdataparallel_efficientnet_demo.ipynb	578
training/distributed-training/pytorch_smdataparallel_maskrcnn_demo.ipynb	390
training/distributed-training/tensorflow/multi_worker_mirrored_strategy/mnist-distributed.py	60
training/distributed-training/tensorflow/multi_worker_mirrored_strategy/mnist.py	41
training/distributed-training/tensorflow/multi_worker_mirrored_strategy/tensorflow_multi_worker_mirrored_strategy.ipynb	406
training/distributed-training/tensorflow2_smdataparallel_efficientnet_demo.ipynb	461
training/distributed-training/tensorflow2_smdataparallel_maskrcnn_demo.ipynb	407
training/distributed-training/yolov5.ipynb	408
training/sagemaker-automatic-model-tuning/hpo_blazingtext_text_classification_20_newsgroups.ipynb	1192
training/sagemaker-automatic-model-tuning/hpo_mxnet_mnist.ipynb	365
training/sagemaker-automatic-model-tuning/hpo_tensorflow_mnist.ipynb	428
training/sagemaker-automatic-model-tuning/hpo_xgboost_direct_marketing_sagemaker_APIs.ipynb	585
training/sagemaker-automatic-model-tuning/hpo_xgboost_direct_marketing_sagemaker_python_sdk.ipynb	538
training/sagemaker-automatic-model-tuning/hpo_xgboost_random_log.ipynb	743
training/sagemaker-automatic-model-tuning/tune_r_bring_your_own.ipynb	441
training/sagemaker-debugger/callback_bottleneck.ipynb	832
training/sagemaker-debugger/cnn_class_activation_maps.ipynb	1441
training/sagemaker-debugger/higgs_boson_detection.ipynb	400
training/sagemaker-debugger/iterative_model_pruning_alexnet.ipynb	860
training/sagemaker-debugger/linear_learner_mnist.ipynb	564
training/sagemaker-debugger/mxnet-spot-training-with-sagemakerdebugger.ipynb	246
training/sagemaker-debugger/tf-resnet-profiling-multi-gpu-multi-node-boto3.ipynb	430
training/sagemaker-debugger/tf2-keras-custom-container.ipynb	387
training/sagemaker-debugger/tf2-keras-default-container.ipynb	454
training/sagemaker-debugger/xgboost-realtime-analysis.ipynb	508