MongoChem
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ChemData is a Qt application that uses MongoDB to store its data, and VTK to visualize/explore data.
Get ChemData
The source code is available at Github.
Screenshots
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Main ChemData Window
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Scatter Plot Matrix Dialog displaying five different descriptors for the molecules in the database.
Developer Information
For a description of the data schema see: ChemData Schema.