Articles by alexioannides

Machine Learning Pipelines for R

May 8, 2017 | alexioannides

Building machine learning and statistical models often requires pre- and post-transformation of the input and/or response variables, prior to training (or fitting) the models. For example, a model may require training on the logarithm of the response and input variables. As a consequence, fitting and then generating predictions from ...
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elasticsearchr – a Lightweight Elasticsearch Client for R

November 28, 2016 | alexioannides

elasticsearchr: a Lightweight Elasticsearch Client for R Elasticsearch is a distributed NoSQL document store search-engine and column-oriented database, whose fast (near real-time) reads and powerful aggregation engine make it an excellent choice as an ‘analytics database’ for R&D, production-use or … Continue reading →
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