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DKPro Lab

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
Last Version

Last Version

0.14.0
Release Date

Release Date
Type

Type

pom
Description

Description

DKPro Lab
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 URL

Project URL

http://dkpro.github.io/dkpro-lab/
Project Organization

Project Organization

Ubiquitous Knowledge Processing (UKP) Lab, Technische Universität Darmstadt
Source Code Management

Source Code Management

https://github.com/dkpro/dkpro-lab

Download dkpro-lab

Filename Size
dkpro-lab-0.14.0.pom 19 KB
Browse

How to add to project

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

Dependencies

There are no dependencies for this project. It is a standalone project that does not depend on any other jars.

Project Modules

  • dkpro-lab-core
  • dkpro-lab-groovy
  • dkpro-lab-ml-example
  • dkpro-lab-support-slf4j
  • dkpro-lab-uima
  • dkpro-lab-uima-engine-simple
  • dkpro-lab-uima-engine-cpe
  • dkpro-lab-doc

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