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DKPro Lab - Core Platform

DKPro Lab is a lightweight framework for parameter sweeping experiments. It allows to set up experiments consisting of multiple interdependent tasks in a declarative manner with minimal overhead. Parameters are injected into tasks using via annotated class fields. Data produced by a task for any particular parameter configuration is stored and re-used whenever possible to avoid the needless recalculation of results. Reports can be attached to each task to post-process the experimental results and present them in a convenient manner, e.g. as tables or charts.

License

License
Categories

Categories

DKPro Business Logic Libraries Machine Learning Natural Language Processing
GroupId

GroupId

org.dkpro.lab
ArtifactId

ArtifactId

dkpro-lab-core
Last Version

Last Version

0.14.0
Release Date

Release Date
Type

Type

jar
Description

Description

DKPro Lab - Core Platform
DKPro Lab is a lightweight framework for parameter sweeping experiments. It allows to set up experiments consisting of multiple interdependent tasks in a declarative manner with minimal overhead. Parameters are injected into tasks using via annotated class fields. Data produced by a task for any particular parameter configuration is stored and re-used whenever possible to avoid the needless recalculation of results. Reports can be attached to each task to post-process the experimental results and present them in a convenient manner, e.g. as tables or charts.
Project Organization

Project Organization

Ubiquitous Knowledge Processing (UKP) Lab, Technische Universität Darmstadt

Download dkpro-lab-core

Filename Size
dkpro-lab-core-0.14.0.pom
dkpro-lab-core-0.14.0.jar 145 KB
dkpro-lab-core-0.14.0-sources.jar 118 KB
dkpro-lab-core-0.14.0-javadoc.jar 507 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/org.dkpro.lab/dkpro-lab-core/ -->
<dependency>
    <groupId>org.dkpro.lab</groupId>
    <artifactId>dkpro-lab-core</artifactId>
    <version>0.14.0</version>
</dependency>
// https://jarcasting.com/artifacts/org.dkpro.lab/dkpro-lab-core/
implementation 'org.dkpro.lab:dkpro-lab-core:0.14.0'
// https://jarcasting.com/artifacts/org.dkpro.lab/dkpro-lab-core/
implementation ("org.dkpro.lab:dkpro-lab-core:0.14.0")
'org.dkpro.lab:dkpro-lab-core:jar:0.14.0'
<dependency org="org.dkpro.lab" name="dkpro-lab-core" rev="0.14.0">
  <artifact name="dkpro-lab-core" type="jar" />
</dependency>
@Grapes(
@Grab(group='org.dkpro.lab', module='dkpro-lab-core', version='0.14.0')
)
libraryDependencies += "org.dkpro.lab" % "dkpro-lab-core" % "0.14.0"
[org.dkpro.lab/dkpro-lab-core "0.14.0"]

Dependencies

compile (17)

Group / Artifact Type Version
commons-io : commons-io jar 2.4
commons-lang : commons-lang jar 2.6
org.springframework : spring-core jar 3.2.16.RELEASE
org.springframework : spring-context jar 3.2.16.RELEASE
org.springframework : spring-tx jar 3.2.16.RELEASE
org.springframework : spring-beans jar 3.2.16.RELEASE
org.safehaus.jug : jug jar 2.0.0
org.jfree : jfreechart jar 1.0.19
net.sf.opencsv : opencsv jar 2.3
org.apache.poi : poi jar 3.14
org.apache.xmlgraphics : xmlgraphics-commons jar 2.2
org.apache.xmlgraphics : batik-svggen jar 1.9.1
org.apache.xmlgraphics : batik-dom jar 1.9.1
org.apache.xmlgraphics : fop jar 2.1
javax.ws.rs : jsr311-api jar 1.1.1
org.apache.ant : ant jar 1.9.6
commons-logging : commons-logging-api jar 1.1

test (2)

Group / Artifact Type Version
junit : junit jar 4.10
org.springframework : spring-test jar 3.2.16.RELEASE

Project Modules

There are no modules declared in this project.

DKPro Lab

Gitter Maven Central

DKPro Lab is a lightweight framework for parameter sweeping experiments. It allows to set up experiments consisting of multiple interdependent tasks in a declarative manner with minimal overhead. Parameters are injected into tasks using via annotated class fields. Data produced by a task for any particular parameter configuration is stored and re-used whenever possible to avoid the needless recalculation of results. Reports can be attached to each task to post-process the experimental results and present them in a convenient manner, e.g. as tables or charts.

org.dkpro.lab

DKPro

Versions

Version
0.14.0
0.13.0
0.12.0