Gregory ArefyevinTowards Data ScienceStreaming vocabulary for natural language modeling: dynamic words replacementLately, I’ve been researching ways to employ a Recurrent Neural Network model in my web-content recommendation system.May 16, 2021May 16, 2021
Gregory ArefyevinTowards Data ScienceReal-time Recommendation System: Rolling Feature MatrixIn many applications, the speed has a greater value than quality. When a BRKNG article is out, a recommendation system doesn’t have time…May 18, 20191May 18, 20191
Gregory ArefyevinTowards Data ScienceShortest Path Similarity: A Fresh Breath to Item-based RecommendationsIn this article, I describe the Shortest path similarity — an alternative collaborative filtering item-based recommendation algorithm.Apr 4, 20192Apr 4, 20192