ADAMS Icon

ADAMS

beta

ADAMS is a workflow engine for building complex knowledge workflows.

Add a Review
18 Downloads (This Week)
Last Update:
Download adams-addons-all-0.4.4-bin.zip
Browse All Files
Windows Mac Linux

Screenshots

Description

The Advanced Data mining and Machine learning System (ADAMS) is a novel, flexible workflow engine aimed at quickly building and maintaining real-world, complex knowledge workflows.

Instead of placing operators on a canvas and manually connecting them, a tree structure and flow control operators determine how the data is being processed (sequentially or parallel). This allows rapid development and easy maintenance of large workflows, with hundreds or thousands of operators.

Operators offer machine learning using WEKA and MOA, image processing with ImageJ, JAI, ImageMagick and Gnuplot. The R-Project can be used in the flow using Rserve. The WEKA webservice allows other frameworks to use WEKA's models. Fast prototyping is available through scripting languages such as Groovy and Jython. GIS support is possible with the OpenStreetMap integration.

ADAMS Web Site

Features

  • workflow
  • weka
  • meka
  • moa
  • jython
  • groovy
  • imagej
  • imagemagick
  • gnuplot
  • ssh
  • sftp
  • compression
  • r-project
  • timeseries
  • webservice
  • pdf
  • gis
  • openstreetmap

Update Notifications





Write a Review

User Reviews

Be the first to post a review of ADAMS!

Additional Project Details

Languages

English

Intended Audience

Science/Research

User Interface

Java Swing

Programming Language

Java

Registered

2012-10-01
Screenshots can attract more users to your project.
Features can attract more users to your project.

Icons must be PNG, GIF, or JPEG and less than 1 MiB in size. They will be displayed as 48x48 images.