mloss | Projects authored by ameet talwalkar.

MLlib 0.8

by atalwalkar - October 10, 2013, 00:56:25 CET [ ] 9472 views, 2439 downloads, 0 subscriptions

About: MLlib provides a distributed machine learning (ML) library to address the growing need for scalable ML. MLlib is developed in Spark (http://spark.incubator.apache.org/), a cluster computing system designed for iterative computation. Moreover, it is a component of a larger system called MLbase (www.mlbase.org) that aims to provide user-friendly distributed ML functionality both for ML researchers and domain experts. MLlib currently consists of scalable implementations of algorithms for classification, regression, collaborative filtering and clustering.

Changes:

Initial Announcement on mloss.org.

Authors: Michael Franklin, Joseph Gonzalez, Michael I. Jordan, Xinghao Pan, Virginia Smith, Evan Sparks, Ameet Talwalkar, Shivaram Venkataraman, Matei Zaharia
License: Apache 2.0
Programming Language: Java, Scala

Operating System: Platform Independent
Data Formats: Various
Tags: Big Data, Distributed Machine Learning, Spark

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MLlib 0.8