{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#%config InlineBackend.figure_format = 'svg'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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OSy9l9utp1OhYpUZkn2/Ox4XBC7qpfilkcpZGyUna997Tj19Po6bYWyyTVOy5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\nEwRBlAAKe4IgiBJAYU8QBFEC/gHPVLCdcVulGAAAAABJRU5ErkJggg==\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "plot(rand(30))\n", "plot(rand(20))\n", "grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* vytvořím proměnné \n", "$u_1=\\sin(2\\pi f t)$" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "t=linspace(0,1,100)\n", "u=sin(2*pi*1*t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* a nakreslím" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(t,u)\n", "grid(1)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "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": "3.5.3" } }, "nbformat": 4, "nbformat_minor": 0 }