Gareth Clews
Senior Data Scientist
Gareth is a mathematician by trade and a programmer by nature. His interests lie mostly in the fields of algebra and calculus and their applications to machine learning and statistics. He enjoys problem solving and has become quite tool agnostic in his approach. Gareth’s current agenda is to spread the love of Haskell; tick more things off of his programming bucket list and to try to be a bit more Bayes.
Posts by Gareth Clews
Optimus – A natural language processing pipeline for turning free-text lists into hierarchical datasets
Many datasets contain variables that consist of short free-text descriptions of items or products. This technical report describes how we developed and implemented a natural language processing (NLP) pipeline that produces a well structured and hierarchical dataset.
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optimus – turning free-text lists into hierarchical datasets
Project summary Many datasets contain variables that have been collected as free-text in an uncontrolled way. In the case where…
Read more on optimus – turning free-text lists into hierarchical datasets