├── .gitignore ├── LICENSE ├── README.md ├── cost-based-ml ├── README.md └── cost_based_ml.py ├── hyperparameter-optimization ├── README.md ├── banking.csv.schema ├── config.py ├── evaluation.py ├── fold.py ├── hyperparameter_optimization.py ├── hyperparameter_optimization_with_sigopt.py ├── hyperparameters.py ├── recipe.json ├── requirements.txt └── setup.sh ├── k-fold-cross-validation ├── README.md ├── banking.csv.schema ├── build_folds.py ├── collect_perf.py ├── config.py ├── fold.py ├── recipe.json └── setup.sh ├── ml-tools-python ├── README.md ├── awspyml.py ├── guess_schema.py ├── realtime.py └── wait_for_entity.py ├── mobile-android ├── AndroidRealtimePrediction.java └── README.md ├── mobile-ios ├── AppDelegate.h ├── AppDelegate.m ├── README.md ├── ViewController.h └── ViewController.m ├── social-media ├── README.md ├── amlS3ReadPolicyTemplate.json ├── aml_training_dataset.csv.schema ├── build-aml-training-dataset.py ├── build-mturk-csv.py ├── config.py ├── create-aml-model.py ├── create-lambda-function.py ├── gather-data.py ├── index.js.template ├── lambdaExecutionPolicyTemplate.json ├── mturk-project-template.xml ├── push-json-to-kinesis.py ├── scanner.py └── setup.sh ├── targeted-marketing-java ├── .gitignore ├── README.md ├── banking-batch.csv.schema ├── banking.csv.schema ├── pom.xml ├── recipe.json └── src │ └── main │ └── java │ └── com │ └── amazonaws │ └── samples │ └── machinelearning │ ├── BuildModel.java │ ├── Identifiers.java │ ├── RealtimePredict.java │ ├── UseModel.java │ └── Util.java ├── targeted-marketing-python ├── README.md ├── banking-batch.csv.schema ├── banking.csv.schema ├── build_model.py ├── recipe.json └── use_model.py └── targeted-marketing-scala ├── .gitignore ├── README.md ├── build.sbt ├── project └── build.properties └── src └── main ├── resources ├── banking-batch.csv.schema ├── banking.csv.schema └── recipe.json └── scala └── com └── amazonaws └── samples └── machinelearning ├── BuildModel.scala ├── Identifiers.scala ├── 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