{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# So easy, *voilà*!\n", "\n", "In this example notebook, we demonstrate how Voilà can render custom interactive matplotlib figures using the [ipympl](https://github.com/matplotlib/ipympl) widget." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "40858bbe7a7f4dce9083ac13763d3b85", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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