Jubatushttp://mloss.orgUpdates and additions to JubatusenSat, 30 Nov 2013 17:41:50 -0000Jubatus 0.5.0<html><p>Real-time and machine learning-based deep analytics are becoming important in Big data analytics. Jubatus is the first OSS platform for scale-out deep analytics with distributed computation. It uses a unique architecture for distributed and online machine learning based on three fundamental operations, UPDATE, MIX, and ANALYZE, for efficient model training, sharing, and applying. The point is to share not data samples but only trained models by MIX to achieve both high scalability and fast convergence. Jubatus currently supports most of machine learning tasks including classification, regression, recommendation, and outlier detection. </p></html>NTT SIC, Preferred Infrastructure IncSat, 30 Nov 2013 17:41:50 -0000 learningdistributed machine learning<b>Comment by Shohei Hido on 2013-11-18 11:33</b><p>Initial post on</p> Shohei HidoMon, 18 Nov 2013 11:33:53 -0000<b>Comment by Shohei Hido on 2013-11-18 11:39</b><p>Fix supported os.</p> Shohei HidoMon, 18 Nov 2013 11:39:11 -0000