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ContextLab / hypertools

A Python toolbox for gaining geometric insights into high-dimensional data
http://hypertools.readthedocs.io/en/latest/
MIT License
1.83k stars 160 forks source link

Pandas #45

Closed andrewheusser closed 7 years ago

andrewheusser commented 7 years ago

takes pandas dataframes as input. categorical variables are turned into 'dummy' variables by default (i.e. binary vectors for each text label in a column). The 'text_vars' flag (which is documented in the readme for more info) can also be set to 'numerical', which just maps each column from text labels to numerical labels.

jeremymanning commented 7 years ago

How are multilevel indices handled?

andrewheusser commented 7 years ago

hmmmm, they aren't currently, just single level indexes. would be nice to have, but not sure what it would take

jeremymanning commented 7 years ago

OK-- let's merge without supporting multilevel indices. We can add multilevel index support as a "far future" feature. Ready for you to merge the pull request when you are. (@andrewheusser)

andrewheusser commented 7 years ago

closing!