Fedora 19 Update: python-gensim-0.10.0-1.fc19

updates at fedoraproject.org updates at fedoraproject.org
Thu Jun 26 01:57:36 UTC 2014


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Fedora Update Notification
FEDORA-2014-7429
2014-06-17 22:43:41
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Name        : python-gensim
Product     : Fedora 19
Version     : 0.10.0
Release     : 1.fc19
URL         : http://radimrehurek.com/gensim/
Summary     : Python framework for fast Vector Space Modelling
Description :

Gensim is a Python library for topic modelling, document indexing
and similarity retrieval with large corpora.  Target audience is
the natural language processing (NLP) and information retrieval
(IR) community.

Features:

  * All algorithms are memory-independent w.r.t. the corpus size
(can process input larger than RAM).
  * Intuitive interfaces
    - easy to plug in your own input corpus/datastream (trivial
streaming API)
    - easy to extend with other Vector Space algorithms (trivial
transformation API)
  * Efficient implementations of popular algorithms, such as online
Latent Semantic Analysis (LSA/LSI), Latent Dirichlet Allocation (LDA),
Random Projections (RP), Hierarchical Dirichlet Process (HDP) or
word2vec deep learning.
  * Distributed computing: can run Latent Semantic Analysis and Latent
Dirichlet Allocation on a cluster of computers, and word2vec on
multiple cores.
  * Extensive HTML documentation and tutorials.

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Update Information:

**new upstream release**

* full Python 3 support (targeting 3.3+, #196)
* all internal methods now expect & store unicode, instead of utf8
* new optimized word2vec functionality: negative sampling, cbow (sebastien-j, #162)
* allow by-frequency sort in Dictionary.save_as_text (Renaud Richardet, #192)
* add topic printing to HDP model (Tiepes, #190)
* new gensim_addons package = optional install-time Cython compilations (Björn Esser, #197)
* added py3.3 and 3.4 to Travis CI tests
* fix a cbow word2vec bug (Liang-Chi Hsieh)
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References:

  [ 1 ] Bug #1100734 - python-gensim-0.10.0 is available
        https://bugzilla.redhat.com/show_bug.cgi?id=1100734
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This update can be installed with the "yum" update program.  Use
su -c 'yum update python-gensim' at the command line.
For more information, refer to "Managing Software with yum",
available at http://docs.fedoraproject.org/yum/.

All packages are signed with the Fedora Project GPG key.  More details on the
GPG keys used by the Fedora Project can be found at
https://fedoraproject.org/keys
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