Research with respect to application domain with a materials science emphasis is contained within. The GitHub repo can be found in here.
- Tutorial 1: Assess and fit a single model from all data:
- Tutorial 2: Use model hosted on Docker Hub:
The structure of the code packages is as follows:
materials_application_domain_machine_learning/
βββ examples
βΒ Β βββ jupyter
βΒ Β βββ single_runs
βββ src
βΒ Β βββ madml
βββ tests
Python scripts follow PEP 8 guidelines. A usefull tool to use to check a coding style is pycodestyle.
pycodestyle <script>
- Lane Schultz - Main Contributer - leschultz
- The Computational Materials Group (CMG) at the University of Wisconsin - Madison
- Professor Dane Morgan ddmorgan and Dr. Ryan Jacobs rjacobs914 for computational material science guidence