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For managing configs of ML experiments (where each experiment can override a base config, and "variant" configs can further override the experiment config, etc)
by d4rkp4ttern 4y ago
For managing configs of ML experiments (where each experiment can override a base config, and "variant" configs can further override the experiment config, etc), Hydra + Yaml + OmegaConf is really nice.
https://hydra.cc/ https://hydra.cc/
I admit I don't fully understand all the advanced options in Hydra, but the basic usage is already very useful. A nice guide is here:
https://florianwilhelm.info/2022/01/configuration_via_yaml_and_cli_with_hydra/ https://florianwilhelm.info/2022/01/configuration_via_yaml_a...