[WIP] [standalone] Dimension reduction standalone module, and a few dimension reduction changes #998
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This PR introduces the dimension reduction standalone command-line module. It also adds some documentations for options of dimension reduction in the xml file. It finally reflects a change in a default options for tsne embedding in the base code.