{ "cells": [ { "cell_type": "markdown", "id": "117476d2-138f-477d-8818-6e26341eb3fb", "metadata": {}, "source": [ "# Using `draw(steps)` from package `course_utils`" ] }, { "cell_type": "code", "execution_count": 2, "id": "4f0e447f-4b6e-48c5-ba42-21f0f3fa2e2e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from course_utils import draw\n", "draw(3)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.14.7" } }, "nbformat": 4, "nbformat_minor": 5 }