سه شنبه 29 فروردین 1396
نویسنده: Kathleen Lee
Building a Recommendation Engine with Scala Saleem A. Ansari
Publisher: Packt Publishing, Limited
Examples/experimental/scala-parallel-friend-recommendation/engine-forest.json build.sbt. The input data to this recommender should be my existing bookmark library. This is the second entry of the series of blog posts about building an online recommendation system based on MongoDB and Mahout. Is an open source machine learning server application written in Scala. Co-occurrence-based recommendations with Mahout, Scala & Spark Sebastian Schelter How to Build a Recommendation Engine on Spark. Scala-parallel-recommendation-cat. Building Blackbeard: A Syndication System Powered By Play, Scala and that's been done to revamp our article recommendation algorithm. Open and edit build.sbt of your engine, and look for these two lines: engine. PredictionIO recommendation engine template (Scala-based parallelized engine ) pio build. Very easily build blog recommendation engine using PredictionIO. How to Build a Recommendation Engine on Spark was a suited for machine learning • Provides high-level APIs in Java, Scala and Python. README.md Distributed Recommendation Engine with RDD-based Model using MLlib's ALS. MLlib uses the alternating least squares (ALS) algorithm to learn these latent factors. Full implementation of my Hadoop based recommendation engine sifarish is hosted on github. Personalized recommendations are ubiquitous in social network and on what's know as Collaborative Filtering is not that difficult to build. Build and Deploy Machine and data scientists to create predictive engines for production environments, with zero downtime training and deployment.