Visualizing the digits dataset using UMAPΒΆ
This example loads in some data from the scikit-learn digits dataset and plots it using UMAP.
# Code source: Andrew Heusser and Leland McInnes
# License: MIT
from sklearn import datasets
import hypertools as hyp
digits = datasets.load_digits(n_class=6)
data = digits.data
hue = digits.target.astype('str')
hyp.plot(data, '.', reduce='UMAP', hue=hue, ndims=2)
Total running time of the script: ( 0 minutes 8.695 seconds)