Path	Lines of Code
contrib/inference_pipeline_custom_containers/containers/postprocessor/docker/code/predictor.py	112
contrib/inference_pipeline_custom_containers/containers/preprocessor/docker/code/predictor.py	94
end_to_end/fraud_detection/demo_helpers.py	110
end_to_end/music_recommendation/code/demo_helpers.py	168
ground_truth_labeling_jobs/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/api_batch_create/main.py	192
ground_truth_labeling_jobs/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/api_workforce_show/main.py	89
ground_truth_labeling_jobs/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/shared/db.py	297
ground_truth_labeling_jobs/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/step_functions_send_second_level_sns_and_check_response/main.py	65
reinforcement_learning/bandits_recsys_movielens_testbed/src/env.py	91
reinforcement_learning/bandits_recsys_movielens_testbed/src/vw_agent.py	234
reinforcement_learning/bandits_statlog_vw_customEnv/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/bandits_statlog_vw_customEnv/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/bandits_statlog_vw_customEnv/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/bandits_statlog_vw_customEnv/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/bandits_statlog_vw_customEnv/src/vw_model.py	112
reinforcement_learning/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_cartpole_batch_coach/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_cartpole_batch_coach/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_cartpole_batch_coach/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_cartpole_batch_coach/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_cartpole_coach/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_cartpole_ray/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_cartpole_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_cartpole_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_cartpole_ray/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/agent_ctrl/rollout_agent_ctrl.py	745
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/boto/s3/files/yaml_file.py	230
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/cameras/frustum.py	217
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/evaluation_worker.py	456
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/log_handler/deepracer_exceptions.py	124
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/log_handler/exception_handler.py	121
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/metrics/s3_metrics.py	456
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/multi_agent_coach/architectures/tensorflow_components/heads/sac_head.py	108
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/multi_agent_coach/multi_agent_environment.py	160
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/multi_agent_coach/multi_agent_graph_manager.py	649
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/rollout_worker.py	534
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/s3_boto_data_store.py	318
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/sagemaker_graph_manager.py	291
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/sensors/utils.py	175
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/track_geom/constants.py	38
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/track_geom/utils.py	75
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/training_worker.py	397
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/utils.py	336
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/virtual_event/constants.py	130
reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/virtual_event/virtual_event_manager.py	591
reinforcement_learning/rl_game_server_autopilot/sagemaker/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_game_server_autopilot/sagemaker/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_game_server_autopilot/sagemaker/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_game_server_autopilot/sagemaker/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_hvac_coach_energyplus/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_hvac_ray_energyplus/source/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_hvac_ray_energyplus/source/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_hvac_ray_energyplus/source/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_hvac_ray_energyplus/source/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_hvac_ray_energyplus/source/ray_experiment_builder.py	287
reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_knapsack_coach_custom/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_managed_spot_cartpole_coach/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_managed_spot_cartpole_coach/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_managed_spot_cartpole_coach/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_managed_spot_cartpole_coach/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_mountain_car_coach_gymEnv/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_network_compression_ray_custom/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_portfolio_management_coach_customEnv/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_resource_allocation_ray_customEnv/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_resource_allocation_ray_customEnv/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_resource_allocation_ray_customEnv/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_resource_allocation_ray_customEnv/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_roboschool_ray/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_roboschool_stable_baselines/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_stock_trading_coach_customEnv/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_stock_trading_coach_customEnv/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_stock_trading_coach_customEnv/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_stock_trading_coach_customEnv/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_tic_tac_toe_coach_customEnv/common/sagemaker_rl/coach_launcher.py	229
reinforcement_learning/rl_tic_tac_toe_coach_customEnv/common/sagemaker_rl/ray_launcher.py	129
reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach/common/sagemaker_rl/ray_launcher.py	311
reinforcement_learning/rl_unity_ray/common/sagemaker_rl/coach_launcher.py	230
reinforcement_learning/rl_unity_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
reinforcement_learning/rl_unity_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
reinforcement_learning/rl_unity_ray/common/sagemaker_rl/ray_launcher.py	311
training/distributed_training/pytorch/data_parallel/maskrcnn/train_pytorch_smdataparallel_maskrcnn.py	220
training/distributed_training/pytorch/model_parallel/bert/bert_example/modeling.py	721