Path	Lines of Code
deployment/CloudFormation/endpoint.yaml	261
deployment/CloudFormation/sagemaker-permission.yaml	135
deployment/CloudFormation/sagemaker.yaml	85
deployment/CloudFormation/solution-assistant.yaml	40
deployment/CloudFormation/solution-assistant/src/lambda.py	26
deployment/CloudFormation/template.yaml	277
deployment/LambdaGateway/src/convert_utils.py	72
deployment/LambdaGateway/src/lambda.py	96
source/BattlesnakeGym/battlesnake_gym/__init__.py	1
source/BattlesnakeGym/battlesnake_gym/food.py	82
source/BattlesnakeGym/battlesnake_gym/game_state_parser.py	29
source/BattlesnakeGym/battlesnake_gym/rewards.py	26
source/BattlesnakeGym/battlesnake_gym/snake.py	409
source/BattlesnakeGym/battlesnake_gym/snake_gym.py	520
source/BattlesnakeGym/battlesnake_gym/utils.py	57
source/BattlesnakeGym/setup.py	7
source/MXNetEnv/heuristics_utils.py	187
source/MXNetEnv/inference/inference_src/battlesnake_heuristics.py	50
source/MXNetEnv/inference/inference_src/predict.py	57
source/MXNetEnv/training/training_src/dqn_run.py	78
source/MXNetEnv/training/training_src/networks/__init__.py	1
source/MXNetEnv/training/training_src/networks/agent.py	400
source/MXNetEnv/training/training_src/networks/qnetworks.py	224
source/MXNetEnv/training/training_src/networks/utils.py	41
source/MXNetEnv/training/training_src/train.py	143
source/RLlibEnv/heuristics_utils.py	117
source/RLlibEnv/inference/inference_src/battlesnake_heuristics.py	87
source/RLlibEnv/inference/inference_src/heuristics.py	113
source/RLlibEnv/inference/inference_src/inference.py	66
source/RLlibEnv/requirements.in	3
source/RLlibEnv/training/common/docker_utils.py	114
source/RLlibEnv/training/common/env_utils.py	137
source/RLlibEnv/training/common/markdown_helper.py	89
source/RLlibEnv/training/common/misc.py	84
source/RLlibEnv/training/common/sagemaker_rl/__init__.py	1
source/RLlibEnv/training/common/sagemaker_rl/coach_launcher.py	202
source/RLlibEnv/training/common/sagemaker_rl/configuration_list.py	62
source/RLlibEnv/training/common/sagemaker_rl/docker_utils.py	20
source/RLlibEnv/training/common/sagemaker_rl/mpi_launcher.py	157
source/RLlibEnv/training/common/sagemaker_rl/onnx_utils.py	58
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/__init__.py	1
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py	133
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py	106
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	144
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/cloudformation.yaml	162
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/exceptions/ddb_client_exceptions.py	6
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/exceptions/workflow_exceptions.py	14
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/resource_manager.py	370
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/utils/cloudwatch_logger.py	274
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/datatypes/experiment_record.py	61
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/datatypes/join_job_record.py	69
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py	125
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1209
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/manager/join_manager.py	378
source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/manager/model_manager.py	346
source/RLlibEnv/training/common/sagemaker_rl/ray_launcher.py	227
source/RLlibEnv/training/common/sagemaker_rl/sage_cluster_communicator.py	111
source/RLlibEnv/training/common/sagemaker_rl/stable_baselines_launcher.py	76
source/RLlibEnv/training/common/sagemaker_rl/tf_serving_utils.py	38
source/RLlibEnv/training/training_src/cnn_tf.py	93
source/RLlibEnv/training/training_src/evaluate-ray.py	97
source/RLlibEnv/training/training_src/ma_battlesnake.py	108
source/RLlibEnv/training/training_src/train-mabs.py	141
source/RLlibEnv/training/training_src/utils.py	33
source/set_kernelspec.py	31