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S-Space Package

The S-Space Package is a Natural Language Processing library for distributional semantics representations. Distributional semantics representations model the meaning of words, phrases, and sentences as high dimensional vectors or probability distributions. The library includes common algorithms such as Latent Semantic Analysis, Random Indexing, and Latent Dirichlet Allocation. The S-Space package also includes software libraries for matrices, vectors, graphs, and numerous clustering algorithms.

License

License
GroupId

GroupId

edu.ucla.sspace
ArtifactId

ArtifactId

sspace
Last Version

Last Version

2.0.4
Release Date

Release Date
Type

Type

jar
Description

Description

S-Space Package
The S-Space Package is a Natural Language Processing library for distributional semantics representations. Distributional semantics representations model the meaning of words, phrases, and sentences as high dimensional vectors or probability distributions. The library includes common algorithms such as Latent Semantic Analysis, Random Indexing, and Latent Dirichlet Allocation. The S-Space package also includes software libraries for matrices, vectors, graphs, and numerous clustering algorithms.
Source Code Management

Source Code Management

http://github.com/fozziethebeat/S-Space

Download sspace

Filename Size
sspace-2.0.4.pom
sspace-2.0.4.jar 1 MB
sspace-2.0.4-sources.jar 1 MB
sspace-2.0.4-javadoc.jar 4 MB
sspace-2.0.4-jar-with-dependencies.jar 4 MB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/edu.ucla.sspace/sspace/ -->
<dependency>
    <groupId>edu.ucla.sspace</groupId>
    <artifactId>sspace</artifactId>
    <version>2.0.4</version>
</dependency>
// https://jarcasting.com/artifacts/edu.ucla.sspace/sspace/
implementation 'edu.ucla.sspace:sspace:2.0.4'
// https://jarcasting.com/artifacts/edu.ucla.sspace/sspace/
implementation ("edu.ucla.sspace:sspace:2.0.4")
'edu.ucla.sspace:sspace:jar:2.0.4'
<dependency org="edu.ucla.sspace" name="sspace" rev="2.0.4">
  <artifact name="sspace" type="jar" />
</dependency>
@Grapes(
@Grab(group='edu.ucla.sspace', module='sspace', version='2.0.4')
)
libraryDependencies += "edu.ucla.sspace" % "sspace" % "2.0.4"
[edu.ucla.sspace/sspace "2.0.4"]

Dependencies

compile (1)

Group / Artifact Type Version
net.sf.trove4j : trove4j jar 3.0.3

test (1)

Group / Artifact Type Version
junit : junit jar 4.8

Project Modules

There are no modules declared in this project.

The S-Space Package is a collection of algorithms for building Semantic Spaces as well as a highly-scalable library for designing new distributional semantics algorithms. Distributional algorithms process text corpora and represent the semantic for words as high dimensional feature vectors. These approaches are known by many names, such as word spaces, semantic spaces, or distributed semantics and rest upon the Distributional Hypothesis: words that appear in similar contexts have similar meanings.

The research and development is being done by the Natural Language Processing group at UCLA led by David Jurgens and Keith Stevens, under the advisory of Dr. Michael Dyer.

See the Getting Started page for a quick introduction on how to use the S-Space package, see the Package Overview for information on the code and available features, or dive right into the Javadoc to see what's available now. For any questions, please contact us via our mailing lists: S-Space-Users and S-Space-Research-Dev.

Versions

Version
2.0.4
2.0.3
2.0.2
2.0.1
2.0
1.6