clustered observations not displaying correctly when mode involves lines

jeremymanning / hypertools

A python toolbox for gaining geometric insights into high-dimensional data

http://hypertools.readthedocs.io/en/latest/

MIT License

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clustered observations not displaying correctly when mode involves lines #23

Closed jeremymanning closed 2 years ago

jeremymanning commented 2 years ago

The following code produces the incorrect plot below:

gaussian_mixture = {'model': 'GaussianMixture', 'args': [], 'kwargs': {'n_components': 3,
                                                                           'mode': 'fit_predict_proba'}}
hyp.plot(data[0], cluster=gaussian_mixture, cmap='husl')

cluster_failure

There are a couple of potential fail points that need to be explored (along with other possibilities):

only a single trace is plotted, whereas other examples have used multiple traces
mode = lines versus markers