├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── NOTICE ├── README.md ├── data ├── infer.csv ├── test.csv └── train.csv ├── docker_utils.py ├── model └── model.tar.gz ├── script ├── inference.py └── preprocess.pkl ├── sm_model_monitor.ipynb ├── sm_train_xgb.ipynb └── src ├── constants.py ├── drift_detector.py ├── drift_visualizer.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.ipynb_checkpoints 2 | .idea 3 | -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/Dockerfile -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/LICENSE -------------------------------------------------------------------------------- /NOTICE: -------------------------------------------------------------------------------- 1 | Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/README.md -------------------------------------------------------------------------------- /data/infer.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/data/infer.csv -------------------------------------------------------------------------------- /data/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/data/test.csv -------------------------------------------------------------------------------- /data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/data/train.csv -------------------------------------------------------------------------------- /docker_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/docker_utils.py -------------------------------------------------------------------------------- /model/model.tar.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/model/model.tar.gz -------------------------------------------------------------------------------- /script/inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/script/inference.py -------------------------------------------------------------------------------- /script/preprocess.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/script/preprocess.pkl -------------------------------------------------------------------------------- /sm_model_monitor.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/sm_model_monitor.ipynb -------------------------------------------------------------------------------- /sm_train_xgb.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/sm_train_xgb.ipynb -------------------------------------------------------------------------------- /src/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/src/constants.py -------------------------------------------------------------------------------- /src/drift_detector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/src/drift_detector.py -------------------------------------------------------------------------------- /src/drift_visualizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/src/drift_visualizer.py -------------------------------------------------------------------------------- /src/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/sagemaker-model-monitor-bring-your-own-container/HEAD/src/utils.py --------------------------------------------------------------------------------