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Non-SaaS Product Recommender Systems

Not very many Non-SaaS Non-OpenSource recommender systems seem to exist. Below is a list:

  1. Dato is a company that provides a python package and servers for business machine learning including many predictive algorithms for recommendations. They also integrate with Apache Spark and have great blog posts like Why is building custom recommender systems hard? Does it have to be?. Their customers include Pandora and StumbleUpon, must be a good product.
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