Python_crash_course.ipynb

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   "cells": [
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "Python crash course"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "##Installation\n",
      "\n",
      "- Download and install [Anaconda Python Distribution](https://store.continuum.io/cshop/anaconda/)\n",
      "- (Optional) Download [Academic license](https://store.continuum.io/cshop/academicanaconda) **.skolkovotech.ru** email is sufficient. It gives you access to the Intel MKL linear algebra package.\n",
      "- Run command in the terminal\n",
      "\n",
      "    ```bash\n",
      "      ipython notebook\n",
      "    ``` \n",
      "(on Mac & Linux, on Windows should work somehow as well).  \n",
      "You will get a new browser window with the list of your notebooks. If there none, you can create one!"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Notebook structure\n",
      "\n",
      "- Notebook consists of **cells** of different types\n",
      "- Code in the cells is executed by pressing **Shift + Enter**\n",
      "- To add a cell, use **Insert** in the menu\n",
      "- To edit the cell, double-click on it\n",
      "\n"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "source": [
      "## Important points\n",
      "\n",
      "- Notebooks are good for short snipplets of the code\n",
      "- Big codes are typically written in a separate **.py** files and used as **packages**\n",
      "- It is a good idea to use Notebooks for the presentation of the final results of your computation"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Importing packages\n",
      "\n",
      "You have to import several basic packages to start doing basic stuff for linear algebra and plotting.  \n",
      "There are a lot of useful Python packages in the world for almost every task: always look on the web  \n",
      "before writing your own code!  \n",
      "Basic libraries:\n",
      "\n",
      "- **numpy** (for doing matrix & vector stuff)\n",
      "- **matplotlib** (for doing plotting), prettyplotlib (for nice plotting)\n",
      "- **scipy** (a huge math library, we will use it for sparse matrices) "
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import numpy as np\n",
      "import matplotlib.pyplot as plt \n",
      "import scipy as sp"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "outputs": [],
     "prompt_number": 3
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "source": [
      "**Notice the namespaces**"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import this"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "The Zen of Python, by Tim Peters\n",
        "\n",
        "Beautiful is better than ugly.\n",
        "Explicit is better than implicit.\n",
        "Simple is better than complex.\n",
        "Complex is better than complicated.\n",
        "Flat is better than nested.\n",
        "Sparse is better than dense.\n",
        "Readability counts.\n",
        "Special cases aren't special enough to break the rules.\n",
        "Although practicality beats purity.\n",
        "Errors should never pass silently.\n",
        "Unless explicitly silenced.\n",
        "In the face of ambiguity, refuse the temptation to guess.\n",
        "There should be one-- and preferably only one --obvious way to do it.\n",
        "Although that way may not be obvious at first unless you're Dutch.\n",
        "Now is better than never.\n",
        "Although never is often better than *right* now.\n",
        "If the implementation is hard to explain, it's a bad idea.\n",
        "If the implementation is easy to explain, it may be a good idea.\n",
        "Namespaces are one honking great idea -- let's do more of those!\n"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Python vs MATLAB\n",
      "\n",
      "MATLAB is a well-known tool for doing numerical linear algebra computations, but it has many disadvantages.  \n",
      "If you are an experienced MATLAB user, then you can look at [Numpy for MATLAB users](http://wiki.scipy.org/NumPy_for_Matlab_Users).\n",
      "\n",
      "- Indexing from 0\n",
      "- [ ] instead of ( ) for array element\n",
      "- Python is a powerful and flexible programming language :)"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Python syntax \n",
      "Best to learn is practice!\n",
      "\n",
      "- Use 4 whitespaces to denote a codeblock  \n",
      "  **Not like this!!**\n",
      "```\n",
      "  for (i = 0, i < 5, i++){\n",
      "   printf(\"Hi! \\n\");\n",
      "}\n",
      "```\n",
      "  but like this:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "for i in xrange(5):\n",
      "    print 'Hi'\n",
      "    print 'Hi2'\n",
      "print 'end of Hi'"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Hi\n",
        "Hi2\n",
        "Hi\n",
        "Hi2\n",
        "Hi\n",
        "Hi2\n",
        "Hi\n",
        "Hi2\n",
        "Hi\n",
        "Hi2\n",
        "end of Hi\n"
       ]
      }
     ],
     "prompt_number": 10
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython.display import YouTubeVideo\n",
      "#Long-long tutorial\n",
      "YouTubeVideo('3Fp1zn5ao2M')"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "outputs": [
      {
       "html": [
        "\n",
        "        <iframe\n",
        "            width=\"400\"\n",
        "            height=300\"\n",
        "            src=\"https://www.youtube.com/embed/3Fp1zn5ao2M\"\n",
        "            frameborder=\"0\"\n",
        "            allowfullscreen\n",
        "        ></iframe>\n",
        "        "
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 11,
       "text": [
        "<IPython.lib.display.YouTubeVideo at 0x105e4ce10>"
       ]
      }
     ],
     "prompt_number": 11
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "##Arrays"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import numpy as np\n",
      "a = np.linspace(0, 1, 2)\n",
      "print a"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[ 0.  1.]\n"
       ]
      }
     ],
     "prompt_number": 14
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Variables\n",
      "Let us do some arithmetics demo"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "a = 5\n",
      "b = -7 \n",
      "c = a / b\n",
      "print c\n",
      "c = a * 1.0 / b\n",
      "print c"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "-1\n",
        "-0.714285714286\n"
       ]
      }
     ],
     "prompt_number": 15
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Loops\n",
      "Let us do some loops demo"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "a = [5, 6, 7, 8]\n",
      "b  = [9, 10, 11, 12]\n",
      "c = [0, 0, 0, 0]\n",
      "m = len(a)\n",
      "for i in xrange(m):      #Notice the whitespace!!!!! Notice the : sign!!!\n",
      "    c[i] = a[i] + b[i]\n",
      "print c"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "-"
      }
     },
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[14, 16, 18, 20]\n"
       ]
      }
     ],
     "prompt_number": 20
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "source": [
      "Adding two lists...."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "c = a + b\n",
      "print c"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[5, 6, 7, 8, 9, 10, 11, 12]\n"
       ]
      }
     ],
     "prompt_number": 21
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "source": [
      "Adding two numpy arrays..."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "a = np.array(a)\n",
      "b = np.array(b)\n",
      "c = a * b\n",
      "print c"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[45 60 77 96]\n"
       ]
      }
     ],
     "prompt_number": 23
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "#Matrix-by-vector\n",
      "a = np.eye(10)\n",
      "v = np.ones(10)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 29
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Functions\n",
      "Let us create some functions!"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def mysum(a, b):\n",
      "    c = np.zeros(len(a)) #All zeros\n",
      "    for i in xrange(len(c)):\n",
      "        c[i] = a[i] + b[i]\n",
      "    return c"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "outputs": [],
     "prompt_number": 31
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "source": [
      "And add two large arrays!"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "M = 10 ** 5\n",
      "a = np.ones(M) #All ones\n",
      "%timeit c = mysum(a, a) #IPython magic function for timing\n",
      "%timeit c = a + a #Numpy built-in function"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "10 loops, best of 3: 77.7 ms per loop\n",
        "10000 loops, best of 3: 70.2 \u00b5s per loop"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n"
       ]
      }
     ],
     "prompt_number": 32
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "fragment"
      }
     },
     "source": [
      "- **Why is the difference?**\n",
      "- Actually, there are many ways to solve the problem (Numpy, Cython, f2py, numba)"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "##Plotting\n",
      "To do plotting, you have to put in a preamble."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%matplotlib inline\n",
      "import matplotlib.pyplot as plt\n",
      "import numpy as np\n",
      "#import matplotlib\n",
      "x = np.linspace(-10, 10, 1024)\n",
      "plt.plot(x, np.sinc(x))"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "-"
      }
     },
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 38,
       "text": [
        "[<matplotlib.lines.Line2D at 0x10643dd90>]"
       ]
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       "text": [
        "<matplotlib.figure.Figure at 0x1062f9290>"
       ]
      }
     ],
     "prompt_number": 38
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Some matrix stuff\n"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython.display import Image\n",
      "i = Image(filename='TheMatrix.jpg', retina = True)\n",
      "i"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "jpeg": 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i0zlQtl83kK3VCwkcgGn2RX9eJ2cL8wWEarpq28zxpUqpIBIocAcyE7Fozy35YGrSGMtwVRUmlc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KYrtIajqMCtT3SwVoxLvtTCrcTlCvUJ1O+BUdFcQuaFq1Ow8cVVGnjicbdPDFV9zeIFHE0J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\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4xbYraHkiwsrQskWFkC9a/wCcZ/Iet615gTVtNnksrGyI+sTp+2PtfVFVuSSGX9tXVkjT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\nGei/5Ks3+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7FW8VXwgF1DdCRXAUHk9R/Ne006DTLP6mEWQ0JAAqRx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ArSvfIuQzHzHIj6FZhVZSDUk9CafaXIDm4OG+MsMybnuxV2KuxV2KuxV2KuxV2KuxV2KuxV6J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\nhg2lGmXscl7QrQDp75NulEgPTtJ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zftK9aj/VyBLhZSeRCO/MW4t5BAoo1xx+JgO3vkYB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\n4a1wcBLbiwSnyLxA5kO8a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       "metadata": {
        "jpeg": {
         "height": 825,
         "width": 600
        }
       },
       "output_type": "pyout",
       "prompt_number": 39,
       "text": [
        "<IPython.core.display.Image at 0x1062ad990>"
       ]
      }
     ],
     "prompt_number": 39
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Matrix-by-vector product  \n",
      "$A$ is an $n \\times m$ matrix. $v$ is an $m \\times 1$ matrix (vector).  \n",
      "$$\n",
      "   y = A x,\n",
      "$$\n",
      "y is a vector of length $n$."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "n = 100\n",
      "m = 50\n",
      "A = np.random.randn(n, m)\n",
      "x = np.ones(m)\n",
      "y = np.dot(A, x) #Unfortunately, no short operator for matmul\n",
      "plt.plot(y)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 43,
       "text": [
        "[<matplotlib.lines.Line2D at 0x107071f50>]"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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5d3v2hHP6NtFfuVIeZ+H0Z82SE8BrpM3+ftn+v/u75Ot1ksTpe0U7UT8nCY88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\nfCYAAAAASUVORK5CYII=\n",
       "text": [
        "<matplotlib.figure.Figure at 0x105e2de90>"
       ]
      }
     ],
     "prompt_number": 43
    },
    {
     "cell_type": "markdown",
     "metadata": {
      "slideshow": {
       "slide_type": "slide"
      }
     },
     "source": [
      "## Summary\n",
      "- Install & try to test Anaconda Python distribution\n",
      "- Bother TAs with questions\n",
      "- Thursday & Friday plan: bring laptops with installed Anaconda for live problem solving. \n",
      "- First homework to be delivered today.\n",
      "\n",
      "Stellar."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython.core.display import HTML\n",
      "def css_styling():\n",
      "    styles = open(\"./styles/custom.css\", \"r\").read()\n",
      "    return HTML(styles)\n",
      "css_styling()"
     ],
     "language": "python",
     "metadata": {
      "slideshow": {
       "slide_type": "skip"
      }
     },
     "outputs": [
      {
       "html": [
        "<link href='http://fonts.googleapis.com/css?family=Fenix' rel='stylesheet' type='text/css'>\n",
        "<link href='http://fonts.googleapis.com/css?family=Alegreya+Sans:100,300,400,500,700,800,900,100italic,300italic,400italic,500italic,700italic,800italic,900italic' rel='stylesheet' type='text/css'>\n",
        "<link href='http://fonts.googleapis.com/css?family=Source+Code+Pro:300,400' rel='stylesheet' type='text/css'>\n",
        "<style>\n",
        "    @font-face {\n",
        "        font-family: \"Computer Modern\";\n",
        "        src: url('http://mirrors.ctan.org/fonts/cm-unicode/fonts/otf/cmunss.otf');\n",
        "    }\n",
        "    div.cell{\n",
        "        width:800px;\n",
        "        margin-left:16% !important;\n",
        "        margin-right:auto;\n",
        "    }\n",
        "    h1 {\n",
        "        font-family: 'Alegreya Sans', sans-serif;\n",
        "    }\n",
        "    h2 {\n",
        "        font-family: 'Fenix', serif;\n",
        "    }\n",
        "    h3{\n",
        "\t\tfont-family: 'Fenix', serif;\n",
        "        margin-top:12px;\n",
        "        margin-bottom: 3px;\n",
        "       }\n",
        "\th4{\n",
        "\t\tfont-family: 'Fenix', serif;\n",
        "       }\n",
        "    h5 {\n",
        "        font-family: 'Alegreya Sans', sans-serif;\n",
        "    }\t   \n",
        "    div.text_cell_render{\n",
        "        font-family: 'Alegreya Sans',Computer Modern, \"Helvetica Neue\", Arial, Helvetica, Geneva, sans-serif;\n",
        "        line-height: 135%;\n",
        "        font-size: 120%;\n",
        "        width:600px;\n",
        "        margin-left:auto;\n",
        "        margin-right:auto;\n",
        "    }\n",
        "    .CodeMirror{\n",
        "            font-family: \"Source Code Pro\";\n",
        "\t\t\tfont-size: 90%;\n",
        "    }\n",
        "/*    .prompt{\n",
        "        display: None;\n",
        "    }*/\n",
        "    .text_cell_render h1 {\n",
        "        font-weight: 200;\n",
        "        font-size: 50pt;\n",
        "\t\tline-height: 100%;\n",
        "        color:#CD2305;\n",
        "        margin-bottom: 0.5em;\n",
        "        margin-top: 0.5em;\n",
        "        display: block;\n",
        "    }\t\n",
        "    .text_cell_render h5 {\n",
        "        font-weight: 300;\n",
        "        font-size: 16pt;\n",
        "        color: #CD2305;\n",
        "        font-style: italic;\n",
        "        margin-bottom: .5em;\n",
        "        margin-top: 0.5em;\n",
        "        display: block;\n",
        "    }\n",
        "    \n",
        "    .warning{\n",
        "        color: rgb( 240, 20, 20 )\n",
        "        }  \n",
        "</style>\n",
        "<script>\n",
        "    MathJax.Hub.Config({\n",
        "                        TeX: {\n",
        "                           extensions: [\"AMSmath.js\"]\n",
        "                           },\n",
        "                tex2jax: {\n",
        "                    inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
        "                    displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
        "                },\n",
        "                displayAlign: 'center', // Change this to 'center' to center equations.\n",
        "                \"HTML-CSS\": {\n",
        "                    styles: {'.MathJax_Display': {\"margin\": 4}}\n",
        "                }\n",
        "        });\n",
        "</script>\n"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 2,
       "text": [
        "<IPython.core.display.HTML at 0x10445e190>"
       ]
      }
     ],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}