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by dint
2078 days ago
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Triage is built for this: training and evaluating giant grids of models & hyperparameters using cross-validation. Similar to igel, it abstracts ML to config files and a CLI. It's designed for use in a public policy context, so it works best with:
- binary classification problems (ex: the evaluation module is designed for binary classification metrics)
- problems that have a temporal component (the cross validation system makes some assumptions about this) https://dssg.github.io/triage/ |
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