MedDataKit 0.0.5

Medical Public Data Kit

MediDataKit

Design

1. Downloader: download data from specific sources e.g. UCIML, Local Directory

   • Functionalities:
     • download data files with provided URLs, Paths, and other information
     • save downloaded files, check if the file exists before downloading
   • Information produced:
     • raw_data_files: original downloaded data files (file name and paths, number of files, file size, etc.)

2. DataLoader: load data into memory

   • Functionalities:
     • load downloaded data into memory

raw_data_files (original downloaded data files) -> raw_data (centralized data, federated data) -> ML-ready data (data ready for performing ML tasks)