{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A look at unloaded and loaded belt speeds."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append('../src')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from gaitanalysis import motek"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import utils"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from IPython.core.pylabtools import figsize"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load and Process Data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load the path to the directory with the experimental data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'figures_dir': '/home/moorepants/Manuscripts/gait-control-direct-id-paper/figures',\n",
       " 'processed_data_dir': '/home/moorepants/Manuscripts/gait-control-direct-id-paper/processed-data',\n",
       " 'project_root': '/home/moorepants/Manuscripts/gait-control-direct-id-paper',\n",
       " 'raw_data_dir': '/home/moorepants/Manuscripts/gait-control-direct-id-paper/raw-data',\n",
       " 'tables_dir': '/home/moorepants/Manuscripts/gait-control-direct-id-paper/tables'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "PATHS = utils.config_paths()\n",
    "PATHS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "No meta file in /home/moorepants/Manuscripts/gait-control-direct-id-paper/raw-data/T002\n"
     ]
    }
   ],
   "source": [
    "tables = utils.generate_meta_data_tables(PATHS['raw_data_dir'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Make a list of all the compensation trials."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "trial_meta_df = tables['TOP|trial']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>belt-speed-standard-deviation-percentage</th>\n",
       "      <th>cortex-version</th>\n",
       "      <th>datetime</th>\n",
       "      <th>dflow-version</th>\n",
       "      <th>id</th>\n",
       "      <th>marker-set</th>\n",
       "      <th>nominal-speed</th>\n",
       "      <th>nominal-speed-units</th>\n",
       "      <th>notes</th>\n",
       "      <th>pitch</th>\n",
       "      <th>stationary-platform</th>\n",
       "      <th>subject-id</th>\n",
       "      <th>sway</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <td>False</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>0</td>\n",
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       "      <td>True</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>072</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.1.1.1290</td>\n",
       "      <td>2014-05-08</td>\n",
       "      <td>3.16.2rc4</td>\n",
       "      <td>72</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.6</td>\n",
       "      <td>meters per second</td>\n",
       "      <td>This is an unloaded trial (no subject) 10 minu...</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>079</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.1.1.1290</td>\n",
       "      <td>2014-05-13</td>\n",
       "      <td>3.16.2</td>\n",
       "      <td>79</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.8</td>\n",
       "      <td>meters per second</td>\n",
       "      <td>This is an unloaded trial (no subject) 10 minu...</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>080</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.1.1.1290</td>\n",
       "      <td>2014-05-13</td>\n",
       "      <td>3.16.2</td>\n",
       "      <td>80</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.2</td>\n",
       "      <td>meters per second</td>\n",
       "      <td>This is an unloaded trial (no subject) 10 minu...</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>081</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.1.1.1290</td>\n",
       "      <td>2014-05-13</td>\n",
       "      <td>3.16.2</td>\n",
       "      <td>81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.6</td>\n",
       "      <td>meters per second</td>\n",
       "      <td>This is an unloaded trial (no subject) 10 minu...</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     belt-speed-standard-deviation-percentage cortex-version    datetime  \\\n",
       "003                                      0.05     3.1.1.1290  2013-10-22   \n",
       "004                                      0.08     3.1.1.1290  2013-10-22   \n",
       "005                                      0.10     3.1.1.1290  2013-10-22   \n",
       "022                                       NaN     3.1.1.1290  2014-02-21   \n",
       "023                                       NaN     3.1.1.1290  2014-02-21   \n",
       "024                                       NaN     3.1.1.1290  2014-02-21   \n",
       "028                                       NaN     3.1.1.1290  2014-02-25   \n",
       "029                                       NaN     3.1.1.1290  2014-02-25   \n",
       "030                                       NaN     3.1.1.1290  2014-02-25   \n",
       "034                                       NaN     3.1.1.1290  2014-02-27   \n",
       "035                                       NaN     3.1.1.1290  2014-02-27   \n",
       "036                                       NaN     3.1.1.1290  2014-02-27   \n",
       "043                                       NaN     3.1.1.1290  2014-03-21   \n",
       "044                                       NaN     3.1.1.1290  2014-03-21   \n",
       "045                                       NaN     3.1.1.1290  2014-03-21   \n",
       "052                                       NaN     3.1.1.1290  2014-03-27   \n",
       "053                                       NaN     3.1.1.1290  2014-03-27   \n",
       "054                                       NaN     3.1.1.1290  2014-03-27   \n",
       "058                                       NaN     3.1.1.1290  2014-03-28   \n",
       "059                                       NaN     3.1.1.1290  2014-03-28   \n",
       "060                                       NaN     3.1.1.1290  2014-03-28   \n",
       "064                                       NaN     3.1.1.1290  2014-04-02   \n",
       "065                                       NaN     3.1.1.1290  2014-04-02   \n",
       "066                                       NaN     3.1.1.1290  2014-04-02   \n",
       "070                                       NaN     3.1.1.1290  2014-05-08   \n",
       "071                                       NaN     3.1.1.1290  2014-05-08   \n",
       "072                                       NaN     3.1.1.1290  2014-05-08   \n",
       "079                                       NaN     3.1.1.1290  2014-05-13   \n",
       "080                                       NaN     3.1.1.1290  2014-05-13   \n",
       "081                                       NaN     3.1.1.1290  2014-05-13   \n",
       "\n",
       "    dflow-version  id marker-set  nominal-speed nominal-speed-units  \\\n",
       "003           NaN   3        NaN            1.2   meters per second   \n",
       "004           NaN   4        NaN            1.2   meters per second   \n",
       "005           NaN   5        NaN            1.2   meters per second   \n",
       "022        3.16.1  22        NaN            0.8   meters per second   \n",
       "023        3.16.1  23        NaN            1.2   meters per second   \n",
       "024        3.16.1  24        NaN            1.6   meters per second   \n",
       "028        3.16.1  28        NaN            1.6   meters per second   \n",
       "029        3.16.1  29        NaN            1.2   meters per second   \n",
       "030        3.16.1  30        NaN            0.8   meters per second   \n",
       "034        3.16.1  34        NaN            0.8   meters per second   \n",
       "035        3.16.1  35        NaN            1.2   meters per second   \n",
       "036        3.16.1  36        NaN            1.6   meters per second   \n",
       "043        3.16.1  43        NaN            0.8   meters per second   \n",
       "044        3.16.1  44        NaN            1.2   meters per second   \n",
       "045           NaN  45        NaN            1.6   meters per second   \n",
       "052     3.16.2rc4  52        NaN            0.8   meters per second   \n",
       "053     3.16.2rc4  53        NaN            1.2   meters per second   \n",
       "054     3.16.2rc4  54        NaN            1.6   meters per second   \n",
       "058     3.16.2rc4  58        NaN            0.8   meters per second   \n",
       "059     3.16.2rc4  59        NaN            1.2   meters per second   \n",
       "060     3.16.2rc4  60        NaN            1.6   meters per second   \n",
       "064     3.16.2rc4  64        NaN            0.8   meters per second   \n",
       "065     3.16.2rc4  65        NaN            1.2   meters per second   \n",
       "066     3.16.2rc4  66        NaN            1.6   meters per second   \n",
       "070     3.16.2rc4  70        NaN            0.8   meters per second   \n",
       "071     3.16.2rc4  71        NaN            1.2   meters per second   \n",
       "072     3.16.2rc4  72        NaN            1.6   meters per second   \n",
       "079        3.16.2  79        NaN            0.8   meters per second   \n",
       "080        3.16.2  80        NaN            1.2   meters per second   \n",
       "081        3.16.2  81        NaN            1.6   meters per second   \n",
       "\n",
       "                                                 notes  pitch  \\\n",
       "003  This is an unloaded trial (no subject) of the ...  False   \n",
       "004  This is an unloaded trial (no subject) of the ...  False   \n",
       "005  This is an unloaded trial (no subject) of the ...  False   \n",
       "022  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "023  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "024  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "028  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "029  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "030  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "034  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "035  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "036  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "043  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "044  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "045  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "052  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "053  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "054  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "058  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "059  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "060  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "064  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "065  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "066  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "070  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "071  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "072  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "079  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "080  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "081  This is an unloaded trial (no subject) 10 minu...  False   \n",
       "\n",
       "    stationary-platform  subject-id   sway  \n",
       "003               False           0   True  \n",
       "004               False           0   True  \n",
       "005               False           0   True  \n",
       "022                True           0  False  \n",
       "023                True           0  False  \n",
       "024                True           0  False  \n",
       "028                True           0  False  \n",
       "029                True           0  False  \n",
       "030                True           0  False  \n",
       "034                True           0  False  \n",
       "035                True           0  False  \n",
       "036                True           0  False  \n",
       "043                True           0  False  \n",
       "044                True           0  False  \n",
       "045                True           0  False  \n",
       "052                True           0  False  \n",
       "053                True           0  False  \n",
       "054                True           0  False  \n",
       "058                True           0  False  \n",
       "059                True           0  False  \n",
       "060                True           0  False  \n",
       "064                True           0  False  \n",
       "065                True           0  False  \n",
       "066                True           0  False  \n",
       "070                True           0  False  \n",
       "071                True           0  False  \n",
       "072                True           0  False  \n",
       "079                True           0  False  \n",
       "080                True           0  False  \n",
       "081                True           0  False  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trial_meta_df[trial_meta_df['subject-id'] == 0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "same_speed_trials = trial_meta_df[(trial_meta_df['subject-id'] == 0) &\n",
    "                                  (trial_meta_df['nominal-speed'] == 1.2)]['id'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.0 skipped\n",
      "4.0 skipped\n",
      "5.0 skipped\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(0.8, 1.6)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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       "KQw7fmOMKQw7fmOMKQw7fmOMKQw7fmOMKQw7fmOMKQw7fmOMKYw/Tiyh0aMYKjIAAAAASUVORK5C\n",
       "YII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f29c4088f10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for trial_id in same_speed_trials:\n",
    "    file_paths = utils.trial_file_paths(PATHS['raw_data_dir'], '{0:0>3}'.format(int(trial_id)))\n",
    "    dat = motek.DFlowData(*file_paths)\n",
    "    try:\n",
    "        record = dat._load_record_data()\n",
    "    except IOError:\n",
    "        print('{} skipped'.format(trial_id))\n",
    "    else:\n",
    "        plt.plot(record['RightBeltSpeed'])\n",
    "plt.xlim((50000, 51000))\n",
    "plt.ylim((0.8, 1.6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Footer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6af0c229bb0a9edf78f8489d5f0efe02d5685a57\r\n"
     ]
    }
   ],
   "source": [
    "!git rev-parse HEAD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9e80dfdcfe0a14b44e0ebcbadb6e9e827d215c3c\r\n"
     ]
    }
   ],
   "source": [
    "!git --git-dir=/home/moorepants/src/GaitAnalysisToolKit/.git --work-tree=/home/moorepants/src/GaitAnalysisToolKit rev-parse HEAD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Installed version_information.py. To use it, type:\n",
      "  %load_ext version_information\n"
     ]
    }
   ],
   "source": [
    "%install_ext http://raw.github.com/jrjohansson/version_information/master/version_information.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%load_ext version_information"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "application/json": {
       "Software versions": [
        {
         "module": "Python",
         "version": "2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)]"
        },
        {
         "module": "IPython",
         "version": "3.0.0"
        },
        {
         "module": "OS",
         "version": "Linux 3.13.0 49 generic x86_64 with debian jessie sid"
        },
        {
         "module": "numpy",
         "version": "1.9.2"
        },
        {
         "module": "scipy",
         "version": "0.15.1"
        },
        {
         "module": "pandas",
         "version": "0.16.0"
        },
        {
         "module": "matplotlib",
         "version": "1.4.2"
        },
        {
         "module": "tables",
         "version": "3.1.1"
        },
        {
         "module": "oct2py",
         "version": "3.1.0"
        },
        {
         "module": "dtk",
         "version": "0.4.0"
        },
        {
         "module": "gaitanalysis",
         "version": "0.2.0dev"
        }
       ]
      },
      "text/html": [
       "<table><tr><th>Software</th><th>Version</th></tr><tr><td>Python</td><td>2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)]</td></tr><tr><td>IPython</td><td>3.0.0</td></tr><tr><td>OS</td><td>Linux 3.13.0 49 generic x86_64 with debian jessie sid</td></tr><tr><td>numpy</td><td>1.9.2</td></tr><tr><td>scipy</td><td>0.15.1</td></tr><tr><td>pandas</td><td>0.16.0</td></tr><tr><td>matplotlib</td><td>1.4.2</td></tr><tr><td>tables</td><td>3.1.1</td></tr><tr><td>oct2py</td><td>3.1.0</td></tr><tr><td>dtk</td><td>0.4.0</td></tr><tr><td>gaitanalysis</td><td>0.2.0dev</td></tr><tr><td colspan='2'>Thu Apr 23 17:39:02 2015 PDT</td></tr></table>"
      ],
      "text/latex": [
       "\\begin{tabular}{|l|l|}\\hline\n",
       "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n",
       "Python & 2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] \\\\ \\hline\n",
       "IPython & 3.0.0 \\\\ \\hline\n",
       "OS & Linux 3.13.0 49 generic x86\\_64 with debian jessie sid \\\\ \\hline\n",
       "numpy & 1.9.2 \\\\ \\hline\n",
       "scipy & 0.15.1 \\\\ \\hline\n",
       "pandas & 0.16.0 \\\\ \\hline\n",
       "matplotlib & 1.4.2 \\\\ \\hline\n",
       "tables & 3.1.1 \\\\ \\hline\n",
       "oct2py & 3.1.0 \\\\ \\hline\n",
       "dtk & 0.4.0 \\\\ \\hline\n",
       "gaitanalysis & 0.2.0dev \\\\ \\hline\n",
       "\\hline \\multicolumn{2}{|l|}{Thu Apr 23 17:39:02 2015 PDT} \\\\ \\hline\n",
       "\\end{tabular}\n"
      ],
      "text/plain": [
       "Software versions\n",
       "Python 2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)]\n",
       "IPython 3.0.0\n",
       "OS Linux 3.13.0 49 generic x86_64 with debian jessie sid\n",
       "numpy 1.9.2\n",
       "scipy 0.15.1\n",
       "pandas 0.16.0\n",
       "matplotlib 1.4.2\n",
       "tables 3.1.1\n",
       "oct2py 3.1.0\n",
       "dtk 0.4.0\n",
       "gaitanalysis 0.2.0dev\n",
       "Thu Apr 23 17:39:02 2015 PDT"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%version_information numpy, scipy, pandas, matplotlib, tables, oct2py, dtk, gaitanalysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# packages in environment at /home/moorepants/anaconda/envs/gait-direct-id-paper:\n",
      "#\n",
      "backports.ssl-match-hostname 3.4.0.2                   <pip>\n",
      "cairo                     1.12.18                       0  \n",
      "dateutil                  2.4.1                    py27_0  \n",
      "dynamicisttoolkit         0.4.0                    py27_0  \n",
      "fastcache                 1.0.2                    py27_0  \n",
      "fontconfig                2.11.1                        2  \n",
      "freetype                  2.4.10                        0  \n",
      "gaitanalysistoolkit (/home/moorepants/src/GaitAnalysisToolKit) 0.2.0.dev0                <pip>\n",
      "hdf5                      1.8.14                        0  \n",
      "ipython                   3.0.0                    py27_0  \n",
      "ipython-notebook          3.0.0                    py27_1  \n",
      "jinja2                    2.7.3                    py27_1  \n",
      "jsonschema                2.4.0                    py27_0  \n",
      "libpng                    1.5.13                        1  \n",
      "libsodium                 0.4.5                         0  \n",
      "libxml2                   2.9.0                         0  \n",
      "markupsafe                0.23                     py27_0  \n",
      "matplotlib                1.4.2                np19py27_0  \n",
      "mistune                   0.5.1                    py27_0  \n",
      "nose                      1.3.4                    py27_1  \n",
      "numexpr                   2.3.1                np19py27_0  \n",
      "numpy                     1.9.2                    py27_0  \n",
      "oct2py                    3.1.0                    py27_0  \n",
      "openssl                   1.0.1k                        1  \n",
      "pandas                    0.16.0               np19py27_1  \n",
      "pip                       6.1.1                    py27_0  \n",
      "pixman                    0.26.2                        0  \n",
      "ptyprocess                0.4                      py27_0  \n",
      "py2cairo                  1.10.0                   py27_2  \n",
      "pygments                  2.0.2                    py27_0  \n",
      "pyparsing                 2.0.1                    py27_0  \n",
      "pyqt                      4.10.4                   py27_0  \n",
      "pyside                    1.2.1                    py27_1  \n",
      "pytables                  3.1.1                np19py27_2  \n",
      "python                    2.7.9                         2  \n",
      "python-dateutil           2.4.2                    py27_0  \n",
      "pytz                      2015.2                   py27_0  \n",
      "pyyaml                    3.11                     py27_0  \n",
      "pyzmq                     14.5.0                   py27_0  \n",
      "qt                        4.8.5                         0  \n",
      "readline                  6.2                           2  \n",
      "scipy                     0.15.1               np19py27_0  \n",
      "seaborn                   0.5.1                np19py27_0  \n",
      "setuptools                15.0                     py27_0  \n",
      "shiboken                  1.2.1                    py27_0  \n",
      "sip                       4.15.5                   py27_0  \n",
      "six                       1.9.0                    py27_0  \n",
      "snakeviz                  0.3.1                     <pip>\n",
      "sqlite                    3.8.4.1                       1  \n",
      "ssl_match_hostname        3.4.0.2                  py27_0  \n",
      "sympy                     0.7.6                    py27_0  \n",
      "system                    5.8                           2  \n",
      "tables                    3.1.1                     <pip>\n",
      "terminado                 0.5                      py27_0  \n",
      "tk                        8.5.18                        0  \n",
      "tornado                   4.1                      py27_0  \n",
      "yaml                      0.1.4                         0  \n",
      "zeromq                    4.0.4                         0  \n",
      "zlib                      1.2.8                         0  \n"
     ]
    }
   ],
   "source": [
    "!conda list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "backports.ssl-match-hostname==3.4.0.2\r\n",
      "DynamicistToolKit==0.4.0\r\n",
      "fastcache==1.0.2\r\n",
      "-e git+git@github.com:csu-hmc/GaitAnalysisToolKit.git@9e80dfdcfe0a14b44e0ebcbadb6e9e827d215c3c#egg=GaitAnalysisToolKit-origin_speedup-inverse-dynamics\r\n",
      "ipython==3.0.0\r\n",
      "Jinja2==2.7.3\r\n",
      "jsonschema==2.4.0\r\n",
      "MarkupSafe==0.23\r\n",
      "matplotlib==1.4.2\r\n",
      "mistune==0.5.1\r\n",
      "nose==1.3.4\r\n",
      "numexpr==2.3.1\r\n",
      "numpy==1.9.2\r\n",
      "oct2py==3.1.0\r\n",
      "pandas==0.16.0\r\n",
      "ptyprocess==0.4\r\n",
      "Pygments==2.0.2\r\n",
      "pyparsing==2.0.1\r\n",
      "PySide==1.2.1\r\n",
      "python-dateutil==2.4.2\r\n",
      "pytz==2015.2\r\n",
      "PyYAML==3.11\r\n",
      "pyzmq==14.5.0\r\n",
      "scipy==0.15.1\r\n",
      "seaborn==0.5.1\r\n",
      "six==1.9.0\r\n",
      "snakeviz==0.3.1\r\n",
      "sympy==0.7.6\r\n",
      "tables==3.1.1\r\n",
      "terminado==0.5\r\n",
      "tornado==4.1\r\n"
     ]
    }
   ],
   "source": [
    "!pip freeze"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.9"
  }
 },
 "nbformat": 4,
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