quant-aq/aeromancy

Support MLFlow as an experiment tracker

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dmcc commented

This is a somewhat big change -- while we tried to minimize dependencies on Weights & Biases, there are certainly many. This bug will start with a growing list of known dependencies:

  • Artifacts are based entirely on W&B's model (even down to naming restrictions). This would need to be factored out.
  • Documentation: Much (example) is W&B specific.
  • Aeroview also assumes W&B artifacts.

Specifying which backend to use would likely be specified in Aeromancy configuration in pyproject.toml.