{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 3D object" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ac1cfaca9b674f7791becfe512e65b24", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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