Apache SAMOA

Scalable Advanced Massive Online Analysis

Apache SAMOA is currently undergoing Incubation at the Apache Software Foundation.
Last release before entering incubation/not at Apache: Release 0.2.0 !
View on GitHubApache SAMOA

Apache SAMOA

Apache IncubatorApache SAMOA is a distributed streaming machine learning (ML) framework that contains a programing abstraction for distributed streaming ML algorithms.

Apache SAMOA enables development of new ML algorithms without dealing with the complexity of underlying streaming processing engines (SPE, such as Apache Storm and Apache S4). Apache SAMOA users can develop distributed streaming ML algorithms once and execute the algorithms in multiple SPEs, i.e., code the algorithms once and execute them in multiple SPEs.

Slides

SAMOA Slides

G. De Francisci Morales, A. Bifet. "SAMOA: Scalable Advanced Massive Online Analysis." Journal of Machine Learning Research, 16(Jan):149−153, 2015.

Video

NoSQL matters Conference, Barcelona 2013

Apache SAMOA Developer's Guide

SAMOA Developer's guide

API Javadoc Reference

http://samoa.incubator.apache.org/docs/api

Mailing lists

User support and questions mailing list: users@samoa.incubator.apache.org.
You can subscribe to this list by sending an email to
users-subscribe@samoa.incubator.apache.org.
Likewise, you can cancel a subscription by sending an email to
users-unsubscribe@samoa.incubator.apache.org.
You can view the archives of the mailing list here.

Development related discussions: dev@samoa.incubator.apache.org.
You can subscribe to this list by sending an email to
dev-subscribe@samoa.incubator.apache.org.
Likewise, you can cancel a subscription by sending an email to
dev-unsubscribe@samoa.incubator.apache.org.
You can view the archives of the mailing list here.

At the current stage most of the discussion happens on the dev@ mailing list.

Contributors

List of contributors to the SAMOA project.

License

The use and distribution terms for this software are covered by the Apache License, Version 2.0 (http://www.apache.org/licenses/LICENSE-2.0.html).

Build Apache SAMOA

Getting Started

Apache Incubator

Apache SAMOA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.

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