opengamedata / ogd-core

Python framework for extracting features from OpenGameData event datasets.
https://opengamedata.fielddaylab.wisc.edu/
MIT License
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Set up code structure for initial modeling pipeline #248

Open LswaN58 opened 1 day ago

LswaN58 commented 1 day ago

Need some sort of pipeline structure. I think we'll want another manager/processor, a generator subclass, and probably a registry. For now, entire implementation can happen in the generator, and we can separate out filtering stuff further down the line when we get the filtering classes in common.

But for placeholders, we should have functions for setting filters on different features (or columns) for training phase. Also, for our calculation step, we should actually have two functions: Train and Apply.

LswaN58 commented 1 day ago

Concretely, doing the following: