Path	Lines of Code
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