Patient Outcome Prediction Modeling =================================== Project Organization ---------------------------- ├── README.md <- The summary file of this project ├── data <- A temporary location to hold data files, not in CodeCommit ├── docs <- The Sphinx documentation folder ├── ml <- Source code location that contains all the machine learning modules │ ├── config.py <- This file defines contant variables │ ├── data.py <- This file contains helper functions reading from s3, loading embedding matrix, df->tensors etc │ ├── evaluation.py <- Evaluation functions used by model training │ ├── evaluation_tf.py <- Evaluation functions specifically for TensorFlow framework │ ├── requirements.txt <- Requirements for SageMaker hosted container │ └── visualize.py <- Visualization function to analyze the data ├── models <- A temporary location to store the embedding model and trained ml models, not in CodeCommit ├── notebooks <- A folder containing notebook experiments └── requirements.txt <- The project dependencies. Run `pip install -r requirements.txt` before you start