Jubatus 0.5.0

NTT SIC, Preferred Infrastructure Inc — Sat, 30 Nov 2013 17:41:50 -0000

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.

Comment by Shohei Hido on 2013-11-18 11:33

Shohei Hido — Mon, 18 Nov 2013 11:33:53 -0000

Initial post on mloss.org.

Comment by Shohei Hido on 2013-11-18 11:39

Shohei Hido — Mon, 18 Nov 2013 11:39:11 -0000

Fix supported os.

mloss.org Jubatus

Jubatus 0.5.0

Comment by Shohei Hido on 2013-11-18 11:33

Comment by Shohei Hido on 2013-11-18 11:39