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[D] What do people think of Vowpal Wabbit?

Has anybody here used it at work/for a project? If so, what for? What advantages does VW have over other frameworks (e.g. PyTorch or scikit-learn), and do those advantages justify the steeper learning curve?

VW’s speed and benchmarks look very attractive, but I’m not sure what tasks it would be the right tool for.

https://github.com/VowpalWabbit/vowpal_wabbit

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