miloteam/worker repository overview

MILO: Machine Intelligence Learning Optimizer

Turnkey solution that provides a fully automated ML/AI solution to many different research and business needs. Uses Supervised and unsupervised learning with an exhaustive search of ideal pre-processing (if any), algorithms, and hyper-parameters with feature engineering.

This program is currently tuned towards binary classification such as those seen in medicine (eg. disease or no disease).

A separate suite of both pre- and post-processing tools are also embedded within the MILO image.

The Worker image is designed to handle the long running tasks of finding the best model for MILO and must be provided environment variables and folder mounts to share data with the API image. The API and Worker images must both be used in tandem to support the full operation of MILO. For more information on proper configuration please refer to the Docker Advanced Configuration⁠ section.