Recently, developers at LinkedIn open-sourced a deep learning framework known as GDMix. GDMix or Generalised Deep Mixed model is a deep ranking framework to train non-linear fixed effect and random effect models. According to the developers, this type of models is widely used in the personalisation of search as well as recommender systems.
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