{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\"AeroPython\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Componentes interactivos\n", "\n", "_No tenemos mucho tiempo pero vamos a ver algo interesante que se ha introducido hace poco en el notebook: **componentes interactivos**._" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Ejercicio**\n", "\n", "Crear una función que represente gráficamente esta expresión:\n", "\n", "$$\\sin(2 \\pi f_1 t) + \\sin(2 \\pi f_2 t)$$\n", "\n", "Siendo $f_1$ y $f_2$ argumentos de entrada (por defecto $10$ y $100$) y $t \\in [0, 0.5]$. Además, debe mostrar:\n", "\n", "* leyenda,\n", "* título \"Dos frecuencias\",\n", "* eje x \"Tiempo ($t$)\"\n", "\n", "y usar algún estilo de los disponibles." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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tiy++CACYNm0aFi1aBFVVcdddd3HbtrUJxjwf8Dwsb7zxBl5//fV+X2usQnpG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56NpA2UOlbDvBkcez2iL/a+pKoxG5GTKpjGY1L16LDn7bDgK3r0dmE5I7NHRu4wZ6TwSrO0+PFn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\nvEHPYNLmr+LhbNfJLuyIxZI1dyQBrABQWc1/PQ8gZcRNsMUgG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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def frecuencias(f1=10.0, f2=100.0):\n", " max_time = 0.5\n", " times = np.linspace(0, max_time, 1000)\n", " signal = np.sin(2 * np.pi * f1 * times) + np.sin(2 * np.pi * f2 * times)\n", " with plt.style.context(\"ggplot\"):\n", " plt.plot(signal, label=\"Señal\")\n", " plt.xlabel(\"Tiempo ($t$)\")\n", " plt.title(\"Dos frecuencias\")\n", " plt.legend()\n", "\n", "frecuencias()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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tiy++CACYNm0aFi1aBFVVcdddd3HbtrUJxjwf8Dwsb7zxBl5//fV+X2usQnpG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56NpA2UOlbDvBkcez2iL/a+pKoxG5GTKpjGY1L16LDn7bDgK3r0dmE5I7NHRu4wZ6TwSrO0+PFn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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.html.widgets import interactive\n", "\n", "interactive(frecuencias, f1=(10.0,200.0), f2=(10.0,200.0))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Referencias" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Guía de matplotlib para principiantes http://matplotlib.org/users/beginner.html\n", "* Tutorial de matplotlib en español http://pybonacci.org/tag/tutorial-matplotlib-pyplot/\n", "* Referencia rápida de matplotlib http://scipy-lectures.github.io/intro/matplotlib/matplotlib.html#quick-references" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "
\n", "####

¡Síguenos en Twitter!\n", "
\n", "###### Follow @AeroPython \n", "
\n", "###### Este notebook ha sido realizado por: Juan Luis Cano, y Álex Sáez \n", "
\n", "##### \"Licencia
Curso AeroPython por Juan Luis Cano Rodriguez y Alejandro Sáez Mollejo se distribuye bajo una Licencia Creative Commons Atribución 4.0 Internacional." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "_Las siguientes celdas contienen configuración del Notebook_\n", "\n", "_Para visualizar y utlizar los enlaces a Twitter el notebook debe ejecutarse como [seguro](http://ipython.org/ipython-doc/dev/notebook/security.html)_\n", "\n", " File > Trusted Notebook" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "/* This template is inspired in the one used by Lorena Barba\n", "in the numerical-mooc repository: https://github.com/numerical-mooc/numerical-mooc\n", "We thank her work and hope you also enjoy the look of the notobooks with this style */\n", "\n", "\n", "\n", "El estilo se ha aplicado =)\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Esta celda da el estilo al notebook\n", "from IPython.core.display import HTML\n", "css_file = '../styles/aeropython.css'\n", "HTML(open(css_file, \"r\").read())" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [default]", "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": "3.5.2" }, "widgets": { "state": { "ec2388e993b14b58b32f86f639d57469": { "views": [ { "cell_index": 5 } ] } }, "version": "1.2.0" } }, "nbformat": 4, "nbformat_minor": 0 }