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Rattle - the R Analytical Tool To Learn Easily - is a popular GUI for
data mining using R. It presents statistical and visual summaries of
data, transforms data that can be readily modelled, builds both
unsupervised and supervised models from the data, presents the
performance of models graphically, and scores new datasets. One of the
most important features (according to its author) is that all of your
interactions through the graphical user interface are captured as an R
script that can be readily executed in R independently of the Rattle
interface.

Rattle is Free (as in Libre) Open Source Software and the source code
is available here on Bitbucket. We give you the freedom to review the
code, use it for whatever purpose you like, and to extend it however
you like, without restriction, except that if you then distribute your
changes you also need to distribute your source code too.

Whilst Rattle is available from CRAN
you can install the latest developments using

> devtools::install_bitbucket("kayontoga/rattle")

Rattle is developed as an open source product by
Togaware and is freely available to
anyone. Details are available from the
Rattle home page.