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Welcome to the laser wiki!
LASER is an open source implementation for web-scale online advertising platform. Highlighted features are as following:
LASER handles large amounts data based on hadoop, and fits model via several epochs.
LASER can deal with millions of parameters.
Offline model captures relatively stable behavior while online model captures up-to-date feedback.