https://github.com/jubatus/jubatus

Framework and Library for Distributed Online Machine Learning
https://github.com/jubatus/jubatus

c-plus-plus distributed machine-learning ml

Last synced: about 2 months ago
JSON representation

Framework and Library for Distributed Online Machine Learning

• Host: GitHub
• URL: https://github.com/jubatus/jubatus
• Owner: jubatus
• License: lgpl-2.1
• Created: 2011-10-25T17:24:50.000Z (almost 13 years ago)
• Default Branch: master
• Last Pushed: 2019-05-16T05:18:48.000Z (over 5 years ago)
• Last Synced: 2024-07-02T17:24:15.751Z (3 months ago)
• Topics: c-plus-plus, distributed, machine-learning, ml
• Language: C++
• Homepage: http://jubat.us/
• Size: 10.5 MB
• Stars: 706
• Watchers: 90
• Forks: 141
• Open Issues: 4
• Metadata Files:
  • Readme: README.rst
  • Changelog: ChangeLog.rst
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

README

        
Jubatus

=======

.. image:: https://api.travis-ci.org/jubatus/jubatus.svg?branch=master

    :target: https://api.travis-ci.org/jubatus/jubatus

The Jubatus library is an online machine learning framework which runs in distributed environment.

See http://jubat.us/ for details.

Quick Start

-----------

We officially support Red Hat Enterprise Linux (RHEL) 6.2 or later (64-bit) and Ubuntu Server 14.04 LTS / 16.04 LTS / 18.04 LTS (64-bit).

On supported systems, you can install all components of Jubatus using binary packages.

See `QuickStart `_ for detailed description.

Red Hat Enterprise Linux 6.2 or later (64-bit)

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Run the following command to register Jubatus Yum repository to the system.

::

  // For RHEL 6

  $ sudo rpm -Uvh http://download.jubat.us/yum/rhel/6/stable/x86_64/jubatus-release-6-2.el6.x86_64.rpm

  // For RHEL 7

  $ sudo rpm -Uvh http://download.jubat.us/yum/rhel/7/stable/x86_64/jubatus-release-7-2.el7.x86_64.rpm

Then install ``jubatus`` and ``jubatus-client`` package.

::

  $ sudo yum install jubatus jubatus-client

Now Jubatus is installed in ``/usr/bin/juba*``.

::

  $ jubaclassifier -f /usr/share/jubatus/example/config/classifier/pa.json

Ubuntu Server (64-bit)

~~~~~~~~~~~~~~~~~~~~~~

Write the following line to ``/etc/apt/sources.list.d/jubatus.list`` to register Jubatus Apt repository to the system.

::

  // For Ubuntu 12.04 (Precise) - Deprecated (unsupported)

  deb http://download.jubat.us/apt/ubuntu/precise binary/

  // For Ubuntu 14.04 (Trusty)

  deb http://download.jubat.us/apt/ubuntu/trusty binary/

  // For Ubuntu 16.04 (Xenial)

  deb http://download.jubat.us/apt/ubuntu/xenial binary/

  // For Ubuntu 18.04 (Bionic)

  deb [trusted=yes] http://download.jubat.us/apt/ubuntu/bionic/binary /

Now install ``jubatus`` package.

::

  $ sudo apt-get update

  $ sudo apt-get install jubatus

Now Jubatus is installed in ``/opt/jubatus/bin/juba*``.

::

  $ source /opt/jubatus/profile

  $ jubaclassifier -f /opt/jubatus/share/jubatus/example/config/classifier/pa.json

Other Platforms

~~~~~~~~~~~~~~~

For other platforms, refer to the `documentation `_.

License

-------

LGPL 2.1

Third-party libraries included in Jubatus

-----------------------------------------

Jubatus source tree includes following third-party library.

- cmdline_ (under BSD 3-Clause License)

.. _cmdline: https://github.com/tanakh/cmdline

Jubatus requires `jubatus_core `_ library. jubatus_core contains Eigen and fork of pficommon. Eigen is licensed under MPL2 (partially in LGPL 2.1 or 2.1+). The fork of pficommon is licensed under New BSD License.

Update history

--------------

Update history can be found from `ChangeLog `_ or `WikiPage `_.

Contributors

------------

Patches contributed by `those people `_.