DataMelt (or "DMelt") is an environment for numeric computation, data analysis, computational statistics, and data visualization. This Java multiplatform program is integrated with several scripting languages such as Jython (Python), Groovy, JRuby, BeanShell. DMelt can be used to plot functions and data in 2D and 3D, perform statistical tests, data mining, numeric computations, function minimization, linear algebra, solving systems of linear and differential equations. Linear, non-linear and symbolic regression are also available. Neural networks and various data-manipulation methods are integrated using powerful Java API. Elements of symbolic computations using Octave/Matlab scripting are supported.

Features

  • Chart plotting
  • Statistics
  • Data analysis
  • Visualization in 2D and 3D
  • Data mining
  • Symbolic computations
  • Vector graphics
  • Neural networks
  • Jython, Python, Java, JRuby, Groovy
  • Portable application
  • Linear and non-linear regression
  • Data fit
  • Numeric computation
  • Statistical computation
  • Linear algebra
  • Symbolic computations
  • Symbolic regression
  • Text processing

Project Samples

Play Video Showing data in 3D Function and histogram in 3D Parametric functions in 3D Fit with a Gaussian Histograms in 3D Density plot

Project Activity

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Categories

Data Visualization, Mathematics, Physics, Data Analytics

License

Other License, GNU Library or Lesser General Public License version 3.0 (LGPLv3)

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Intended Audience

Advanced End Users

User Interface

Java SWT

Programming Language

Java

Related Categories

Java Data Visualization Software, Java Mathematics Software, Java Physics Software, Java Data Analytics Tool

Registered

2015-05-09
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