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

DKPro Lab offers a workflow engine for parameter sweeping experiments.
https://github.com/dkpro/dkpro-lab

Last synced: 10 months ago
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DKPro Lab offers a workflow engine for parameter sweeping experiments.

• Host: GitHub
• URL: https://github.com/dkpro/dkpro-lab
• Owner: dkpro
• License: apache-2.0
• Created: 2015-05-14T14:53:12.000Z (about 11 years ago)
• Default Branch: develop
• Last Pushed: 2023-12-16T06:28:40.000Z (over 2 years ago)
• Last Synced: 2025-08-05T05:55:28.762Z (11 months ago)
• Language: Java
• Homepage: https://dkpro.github.io/dkpro-lab
• Size: 2.48 MB
• Stars: 10
• Watchers: 7
• Forks: 5
• Open Issues: 20
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.txt

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README

          
# DKPro Lab

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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.