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ML SAM - Machine Learning Stock Assesment Model

This is the formal documentation for the data and code associated with the NSF accelerator project.

General workflow

Proper coordination between contributors is necessary to ensure a stable code base. To ensure that all major modeling files and supporting functions are up to date it is important to follow the agreed upon workflow.

That workflow is as follows:

  1. The gulfofmaine/MLSAM-collab repository will be maintained as the “gold-standard” repository. The most up-to-date features can be found there.
  2. Contributors should start by setting up their own working branches by forking, then cloning copies of the gulfofmaine/MLSAM-collab repository
  3. It is then recommended contributors create a “working branch” from which to test new features and code changes. This way, any new updates from the gulfofmaine/MLSAM-collab master branch can be pulled safely to personal repositories as needed
  4. The gulfofmaine/MLSAM-collab repo can then be set as the upstream remote by typing git add remote upstream https://github.com/gulfofmaine/MLSAM-collab.git from the terminal when working locally in the forked repositories
  5. When features are complete, or when changes to the upstream repository are necessary, they will be added using a pull-request
  6. New updates can then be pulled to individual forks using git pull upstream master in the terminal

ML Stock Assesment Model Pipeline