{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n", "%matplotlib inline\n", "\n", "%precision 2\n", "pd.set_option('display.precision', 3)\n", "\n", "import ndl, sim\n", "from zt import ztnbinom" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([ 3.26e+03, 2.65e+03, 1.83e+03, 1.05e+03, 6.02e+02,\n", " 3.06e+02, 1.56e+02, 7.80e+01, 4.00e+01, 8.00e+00,\n", " 1.30e+01, 2.00e+00, 2.00e+00, 1.00e+00])" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ns = [ztnbinom.rvs(3,.6) for i in xrange(10000)]\n", "data = np.zeros((max(ns)))\n", "for i in ns:\n", " data[i-1] += 1\n", "data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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FrequencyCuesNumber
1 3265 [1, exactly1] 1
2 2648 [1, 2, exactly2] 2
3 1832 [1, 2, 3, exactly3] 3
4 1047 [1, 2, 3, 4, exactly4] 4
5 602 [1, 2, 3, 4, 5, exactly5] 5
6 306 [1, 2, 3, 4, 5, 6, exactly6] 6
7 156 [1, 2, 3, 4, 5, 6, 7, exactly7] 7
8 78 [1, 2, 3, 4, 5, 6, 7, 8, exactly8] 8
9 40 [1, 2, 3, 4, 5, 6, 7, 8, 9, exactly9] 9
10 8 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, exactly10] 10
11 13 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, exactly11] 11
12 2 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, exactl... 12
13 2 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, ex... 13
14 1 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14... 14
\n", "

14 rows × 3 columns

\n", "
" ], "text/plain": [ " Frequency Cues Number\n", "1 3265 [1, exactly1] 1\n", "2 2648 [1, 2, exactly2] 2\n", "3 1832 [1, 2, 3, exactly3] 3\n", "4 1047 [1, 2, 3, 4, exactly4] 4\n", "5 602 [1, 2, 3, 4, 5, exactly5] 5\n", "6 306 [1, 2, 3, 4, 5, 6, exactly6] 6\n", "7 156 [1, 2, 3, 4, 5, 6, 7, exactly7] 7\n", "8 78 [1, 2, 3, 4, 5, 6, 7, 8, exactly8] 8\n", "9 40 [1, 2, 3, 4, 5, 6, 7, 8, 9, exactly9] 9\n", "10 8 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, exactly10] 10\n", "11 13 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, exactly11] 11\n", "12 2 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, exactl... 12\n", "13 2 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, ex... 13\n", "14 1 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14... 14\n", "\n", "[14 rows x 3 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = pd.DataFrame(data,columns=['Frequency'],index=range(1,len(data)+1))\n", "data['Cues'] = [range(1,i+1) + ['exactly%d'%i] for i in data.index]\n", "data['Number'] = data.index\n", "data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAh0AAAEdCAYAAACoiNV6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXdclWX/x9/nMGWDoDLFgSIioCgOxJGK1c+V5qAeZ1ba\n", "42hbPaVomWVWZpplQ6wcqflYmpmlkooTcoKCA0QRFGVvDuf6/XE/HESmMtXr/XqdF+fc9zW+9+Cc\n", "z/39fq/rUgkhBBKJRCKRSCR1jLqhDZBIJBKJRPJwIEWHRCKRSCSSekGKDolEIpFIJPWCFB0SiUQi\n", "kUjqBSk6JBKJRCKR1AtSdEgkEolEIqkXpOiQSBoZenp6dO7cmU6dOjFmzBhyc3Prtf/333+/1Gd/\n", "f/867e/cuXP4+Pjg6+tLbGxsqX2urq6kpKTUaf/1Sb9+/YiIiLinunFxcXTq1KnSMqGhoQwdOrRO\n", "bZo0aRI///xzpXWfffZZzp07B5S9nx5k7jxWMzOzBrKk8SJFh0TSyDAxMeH48eOcPn0aQ0NDvvzy\n", "y1L7NRpNnfWt1WpZtGhRqW1hYWF11h/A1q1bGT16NBEREbRq1arUPpVKVSt9aLXaGtWvrXNeW8dT\n", "m6hUqruy6/byFdX9+uuvcXd3ByhzPzVW7rzG93LN7zzWxni9GxopOiSSRkxAQAAXLlzg77//JiAg\n", "gOHDh+Pp6Ul+fj6TJ0/Gy8uLLl26EBoaCkBISAjDhw+nf//+tGvXjgULFuja+uSTT+jUqROdOnXi\n", 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sim.experiment(data, P=200, M=100)\n", "sim.all_results(r)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def sampler(p):\n", " def ztnb():\n", " return ztnbinom(*p).rvs()\n", " return ztnb\n", "\n", "number_sampler = sampler((3,.6))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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CuesNumberOutcomes
1 [1, exactly1] 1 notdu
2 [1, 2, exactly2] 2 du
3 [1, 2, 3, exactly3] 3 notdu
4 [1, 2, 3, 4, exactly4] 4 notdu
5 [1, 2, 3, 4, 5, exactly5] 5 notdu
6 [1, 2, 3, 4, 5, 6, exactly6] 6 notdu
7 [1, 2, 3, 4, 5, 6, 7, exactly7] 7 notdu
8 [1, 2, 3, 4, 5, 6, 7, 8, exactly8] 8 notdu
9 [1, 2, 3, 4, 5, 6, 7, 8, 9, exactly9] 9 notdu
10 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, exactly10] 10 notdu
11 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, exactly11] 11 notdu
12 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, exactl... 12 notdu
13 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, ex... 13 notdu
14 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14... 14 notdu
\n", "

14 rows × 3 columns

\n", "
" ], "text/plain": [ " Cues Number Outcomes\n", "1 [1, exactly1] 1 notdu\n", "2 [1, 2, exactly2] 2 du\n", "3 [1, 2, 3, exactly3] 3 notdu\n", "4 [1, 2, 3, 4, exactly4] 4 notdu\n", "5 [1, 2, 3, 4, 5, exactly5] 5 notdu\n", "6 [1, 2, 3, 4, 5, 6, exactly6] 6 notdu\n", "7 [1, 2, 3, 4, 5, 6, 7, exactly7] 7 notdu\n", "8 [1, 2, 3, 4, 5, 6, 7, 8, exactly8] 8 notdu\n", "9 [1, 2, 3, 4, 5, 6, 7, 8, 9, exactly9] 9 notdu\n", "10 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, exactly10] 10 notdu\n", "11 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, exactly11] 11 notdu\n", "12 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, exactl... 12 notdu\n", "13 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, ex... 13 notdu\n", "14 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14... 14 notdu\n", "\n", "[14 rows x 3 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "del(data['Frequency'])\n", "data" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { 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"ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.2" } }, "nbformat": 4, "nbformat_minor": 0 }