Hyper-parameter Tuning Support -- Optuna #62
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…parate HPs from fixed parameters based on the decorator used
…old dataclass support that is not present anymore.
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…gs (from cmd line or as input into ConfigArgBuilder) are passed thus falling back on all defaults or definitions from the command line. fix-up of all cmdline usage pattern. there were certain edge cases that were not getting caught correctly if it wasn't overriding an existing payload from a yaml file. #61
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Also covers #61 as I was too lazy to cut it on a new branch since this already had massive backend changes for hyper-parameter support. |
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Jul 13, 2021
…ameters Signed-off-by: Nicholas Cilfone <nicholas.cilfone@fmr.com>
Signed-off-by: Nicholas Cilfone <nicholas.cilfone@fmr.com>
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Partially addressing #60 by integrating Optuna support. Basic framework for accessing tuner backend. Should be able to extend to other backends as long as they have a similar 'define-and-run style interface' similar to Optuna where parameters can be freely used within the code and not managed internally (this might not be the case for Ax).
Also adds black/isort linting.
Missing unit tests.