{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n# Visualizing the digits dataset using t-SNE\n\nThis example loads in some data from the scikit-learn digits dataset and plots\nit using t-SNE.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Code source: Andrew Heusser\n# License: MIT\n\nfrom sklearn import datasets\nimport hypertools as hyp\n\ndigits = datasets.load_digits(n_class=6)\ndata = digits.data\nhue = digits.target.astype('str')\n\nhyp.plot(data, '.', reduce='TSNE', hue=hue, ndims=2)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 0 }