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‎Package installation.ipynb‎

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{
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"metadata": {
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"name": "",
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"signature": "sha256:b5686e355d1f268860247b11c6f5ec86777548ae889b427e069ce105e90def82"
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},
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"nbformat": 3,
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"nbformat_minor": 0,
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"worksheets": [
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{
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"cells": [
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! conda install basemap &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 29
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install psutil &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 9
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install memory_profiler &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 11
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install --pre line-profiler &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 7
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install -I openpyxl==1.8.6 &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 5
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install git+https://github.com/jakevdp/JSAnimation.git &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 3
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install oct2py &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 40
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install rpy2 &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 38
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install functional &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 21
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install mpld3 &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 24
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install statsmodels &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 23
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install seaborn &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 22
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install git+https://github.com/epmoyer/ipy_table &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 33
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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" ! pip install git+https://github.com/arokem/python-matlab-bridge.git &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 25
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install git+https://github.com/pymc-devs/pymc &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 26
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install pyzmq &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 30
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install emcee &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 31
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install pystan &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 19
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"! pip install runipy &> /dev/null"
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],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 36
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"%install_ext https://raw.github.com/mgaitan/fortran_magic/master/fortranmagic.py\n",
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"%install_ext https://raw.github.com/gist/3458310/biteymagic.py\n",
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"%install_ext https://raw.github.com/tkf/ipython-sqlitemagic/master/sqlitemagic.py\n",
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"%install_ext http://raw.github.com/jrjohansson/version_information/master/version_information.py"
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],
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"language": "python",
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"metadata": {},
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"outputs": [
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"Installed fortranmagic.py. To use it, type:\n",
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" %load_ext fortranmagic\n",
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"Installed biteymagic.py. To use it, type:"
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]
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},
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"\n",
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" %load_ext biteymagic\n",
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"Installed sqlitemagic.py. To use it, type:"
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]
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},
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"\n",
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" %load_ext sqlitemagic\n"
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]
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}
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],
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"prompt_number": 34
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [],
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"language": "python",
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"metadata": {},
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"outputs": []
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}
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],
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"metadata": {}
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}
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]
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}

‎lessons/Bayesian models.ipynb‎

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‎lessons/Functional and recursive programs in Python.ipynb‎

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"output_type": "pyout",
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"text": [
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"[[6, 4, 1, 1, 0, 8, 5, 0, 8, 0, 5, 5],\n",
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" [7, 8, 3, 9, 3, 5, 8, 9, 6, 8, 2, 2],\n",
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" [9, 0, 7, 5, 7, 3, 6, 3, 1, 2, 0, 6],\n",
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" [4, 5, 3, 2, 3, 3, 3, 9, 0, 8, 9, 9],\n",
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" [4, 9, 6, 0, 7, 7, 3, 1, 7, 6, 3, 2]]"
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" [3, 8, 7, 5, 2, 8, 1, 1, 1, 5, 0, 3]]"
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}
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"text": [
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"(9.762533047757854, 10.113742417775335)\n",
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"(4.5560050000000079, 5.4491022750000058)"
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"(9.7001821758518894, 10.085722964842198)\n",
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"(4.3044644000000094, 5.1235598749999891)"
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{
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"output_type": "stream",
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"stream": "stdout",
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"text": [
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"\n",
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"(0.18408447074252562, 0.21932090294262238)"
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"(0.19309519672067721, 0.23122277631375732)"
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{
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"output_type": "stream",
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"text": [
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"Elapsed time: 1.0011918544769287\n",
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"Elapsed time:"
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"('Elapsed time:', 1.0001499652862549)\n",
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"('Elapsed time:', 2.001127004623413)"
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]
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"\n"
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"text": [
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"3 loops, best of 3: 581 ms per loop\n",
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"10 loops, best of 3: 238 ns per loop"
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"3 loops, best of 3: 655 ms per loop\n",
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"10 loops, best of 3: 620 ns per loop"
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]
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},
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"text": [
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"\n",
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"10 loops, best of 3: 117 ns per loop"
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"10 loops, best of 3: 95.4 ns per loop"
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]
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},
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{

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