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Visualization and analysis

Links for both domain specific and broadly applicable approaches and software platforms. sean.true Aug 29

PyML - machine learning in Python — PyML v0.7.3 documentation Classifiers: support vector machines, nearest neighbor, ridge regression http://pyml.sourceforge.net/

Weka 3 - Data Mining with Open Source Machine Learning Software in Java

Visualization

Tools & platforms

Some people have tried, and succeeded, to combine several algorithms into a single multi-purpose library, making their libraries extremely useful (you will find many of their names in the acknowledgements below), but still they didn't solve the problem of visualization and ease of use. Matlab is an easy answer to that, but while extremely easy to use for generating and displaying single instances of data processing (data, results, models), Matlab is annoyingly slow and cumbersome when it comes to creating an interactive GUI. http://mldemos.epfl.ch/ Machine Learning Demos

PCA & SVD

Home - CKAN This group catalogs data sets that are available on the Web as Linked Data and contain data links pointing at other Linked Data sets. http://thedatahub.org/

Graphs and networks

Timelines and time series

Social networks

Data set analysis

Matt Rasmussen http://people.csail.mit.edu/rasmus/summon/ SUMMON is a python extension module that provides rapid prototyping of 2D visualizations. By heavily relying on the python scripting language, SUMMON allows the user to rapidly prototype a custom visualization for their data, without the overhead of designing a graphical user interface or recompiling native code. By simplifying the task of designing a visualization, users can spend more time on understanding their data.

Health care analytics

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