autoencoder

Implementation of an autoencoder consisting of multiple restricted Boltzmann machines

License	The GNU General Public License, Version 3
Categories	Auto Application Layer Libs Code Generators
GroupId	org.kramerlab
ArtifactId	autoencoder
Last Version	0.1
Release Date	Dec 15, 2015
Type	jar
Description	autoencoder Implementation of an autoencoder consisting of multiple restricted Boltzmann machines
Source Code Management	https://github.com/kramerlab/autoencoder

Download autoencoder

Filename	Size
autoencoder-0.1.pom
autoencoder-0.1.jar	658 KB
autoencoder-0.1-sources.jar	111 KB
autoencoder-0.1-javadoc.jar	756 KB
autoencoder-0.1-jar-with-dependencies.jar	17 MB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/org.kramerlab/autoencoder/ -->
<dependency>
    <groupId>org.kramerlab</groupId>
    <artifactId>autoencoder</artifactId>
    <version>0.1</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/org.kramerlab/autoencoder/
implementation 'org.kramerlab:autoencoder:0.1'

Gradle Kotlin

// https://jarcasting.com/artifacts/org.kramerlab/autoencoder/
implementation ("org.kramerlab:autoencoder:0.1")

Apache Buildr

'org.kramerlab:autoencoder:jar:0.1'

Apache Ivy

<dependency org="org.kramerlab" name="autoencoder" rev="0.1">
  <artifact name="autoencoder" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='org.kramerlab', module='autoencoder', version='0.1')
)

Scala SBT

libraryDependencies += "org.kramerlab" % "autoencoder" % "0.1"

Leiningen

[org.kramerlab/autoencoder "0.1"]

Dependencies

compile (6)

Group / Artifact	Type	Version
org.scala-lang : scala-library	jar	2.10.2
org.scala-lang : scala-swing	jar	2.10.2
org.scalatest : scalatest-maven-plugin	jar	1.0-M2
jfree : jfreechart	jar	1.0.13
com.googlecode.efficient-java-matrix-library : ejml	jar	0.22
nz.ac.waikato.cms.weka : weka-dev	jar	3.7.10

test (2)

Group / Artifact	Type	Version
junit : junit	jar	4.11
org.scalatest : scalatest_2.10.0-RC3	jar	2.0.M5-B1

Project Modules

There are no modules declared in this project.

Autoencoder

Autoencoder Implementation in Scala, used in and implemented for

Wicker, Jörg; Tyukin, Andrey; Kramer, Stefan
A Nonlinear Label Compression and Transformation Method for Multi-Label Classification using Autoencoders (Inproceeding)
The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2016, 2016, (Accepted).

Please cite this paper when using the implementation.

Compile

We use maven as a build tool, so simply use

mvn clean install

to compile the source code.

Versions

Version
0.1 Dec 15, 2015