Allow Cyclical dependency chains for transfer learning models

eyadgaran / SimpleML

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Allow Cyclical dependency chains for transfer learning models #54

Open eyadgaran opened 3 years ago

eyadgaran commented 3 years ago

To support transfer learning allow models to depend on other models

inherit the original pipeline since the feature inputs will be the same
config should be the incremental config and freezing/fine tuning info to reproduce

*can also use this to support online learning (each model is an incremental version of a previous one with configs indicating the changes and data mapping to the new dataset input)