Lefts vs Malimoney

Lefts is a very simple domain specific language for building complex machine learning workflows from simple ones.

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About Lefts

Lefts is a very simple domain specific language for building complex machine learning workflows from simple ones. Starting with your favourite machine learning models, you can use Lefts operations to:. Without making subsequent model fitting, evaluation or experimentation any more complex than it was with the original model. This implementation is built on top of the excellent Polars DataFrame library. E nsemble: Takes a set of models and makes them evaluate as one. F eed: Allows the output of one model to be used as a feature or target by another.

About Malimoney

Let an AI roast your spending, savage, funny, free. Pick a vibe or drop a few expenses and get roasted out loud. No signup. Link your bank through Plaid, and you can chat live with your money. Mali is an educational tool, not a licensed financial advisor.