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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

1 vote

Linkage of large datasets

I'm the lead author on Splink a Python/Spark based package for record linkage at scale, which would probably be a good fit for the kind of problem you describe. It implements a version of the Fellegi- …
RobinL's user avatar
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1 vote

Using EM algorithm for record linking

We have recently published Splink, a Python/Spark library for record linkage, which includes an implementation of the EM algorithm. You can try it in your browser here. There's more information on t …
RobinL's user avatar
  • 205