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+{
+ "metadata": {
+  "name": "",
+  "signature": "sha256:0c7b2e51d9ff140f666ba709dd09beff8baf4fe046109218b6f3ac69ed4bb2fe"
+ },
+ "nbformat": 3,
+ "nbformat_minor": 0,
+ "worksheets": [
+  {
+   "cells": [
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 1 , Page number: CP-173"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to write a function to find factorial and use it to find nCr\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 5\n",
+      "r = 3\n",
+      "\n",
+      "print \"Enter value to n and r :\",n,r\n",
+      "\n",
+      "# function subprogram to find factorial\n",
+      "\n",
+      "def fact(k):\n",
+      "    p = 1\n",
+      "    for i in range(1,k+1):\n",
+      "        p = p * i\n",
+      "    return p\n",
+      "\n",
+      "\n",
+      "ncr = fact(n) / (fact(r) * fact(n-r))\n",
+      "\n",
+      "\n",
+      "print \"Value of nCr =\",ncr"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter value to n and r : 5 3\n",
+        "Value of nCr = 10\n"
+       ]
+      }
+     ],
+     "prompt_number": 1
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 2 , Page number: CP-174"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to find the biggest of given three values using function and use it to find total marks of the student\n",
+      "# Variable declaration\n",
+      "\n",
+      "t1 = 62\n",
+      "t2 = 70\n",
+      "t3 = 58\n",
+      "a1 = 17\n",
+      "a2 = 21\n",
+      "a3 = 23\n",
+      "\n",
+      "print \"Enter three test scores :\",t1,t2,t3\n",
+      "print \"Enter three assignment scores :\",a1,a2,a3\n",
+      "\n",
+      "# function to find biggest of three values\n",
+      "\n",
+      "def big(a,b,c):\n",
+      "    if a > b:\n",
+      "        if a > c:\n",
+      "            return a\n",
+      "        else:\n",
+      "            return c\n",
+      "    elif b > c:\n",
+      "        return b\n",
+      "    else:\n",
+      "        return c\n",
+      "\n",
+      "total = big(t1,t2,t3) + big(a1,a2,a3)\n",
+      "\n",
+      "print \"Total marks =\",total"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter three test scores : 62 70 58\n",
+        "Enter three assignment scores : 17 21 23\n",
+        "Total marks = 93\n"
+       ]
+      }
+     ],
+     "prompt_number": 2
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 3 , Page number: CP-176"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to create a function to compute the cos(x) series upto 15 terms\n",
+      "# Variable declaration\n",
+      "\n",
+      "x = 0\n",
+      "\n",
+      "print \"----------------------------------\"\n",
+      "print \"   x in degrees        cos(x)     \"\n",
+      "print \"----------------------------------\"\n",
+      "\n",
+      "# function for computing cosine function\n",
+      "\n",
+      "def cosine(x):\n",
+      "    s = 0\n",
+      "    i = 0\n",
+      "    term = 1\n",
+      "    x = x * (3.14) / 180\n",
+      "    k = 1\n",
+      "    # loop to find summation of 15 terms\n",
+      "    while k <= 15:\n",
+      "        s = s + term\n",
+      "        term = term * x * x * (-1) / ((i + 1) * (i + 2))\n",
+      "        i = i + 2\n",
+      "        k = k + 1\n",
+      "    return s\n",
+      "\n",
+      "\n",
+      "# calling function\n",
+      "\n",
+      "while x <= 180:\n",
+      "    print \"         %d      \" % x,\"    %0.2f \"%cosine(x)\n",
+      "    x = x + 30\n",
+      "\n",
+      "print \"-----------------------------------\"    "
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "----------------------------------\n",
+        "   x in degrees        cos(x)     \n",
+        "----------------------------------\n",
+        "         0           1.00 \n",
+        "         30           0.87 \n",
+        "         60           0.50 \n",
+        "         90           0.00 \n",
+        "         120           -0.50 \n",
+        "         150           -0.87 \n",
+        "         180           -1.00 \n",
+        "-----------------------------------\n"
+       ]
+      }
+     ],
+     "prompt_number": 3
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 4 , Page number: CP-177"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to find GCD of two integers\n",
+      "# Variable declaration\n",
+      "\n",
+      "a = 45\n",
+      "b = 27\n",
+      "c = 81\n",
+      "\n",
+      "print \"Enter three integers :\",a,b,c\n",
+      "\n",
+      "def gcd(x,y):\n",
+      "    if x >= y:\n",
+      "        nr = x\n",
+      "        dr = y\n",
+      "    else:\n",
+      "        nr = y\n",
+      "        dr = x\n",
+      "    r = nr % dr\n",
+      "    while r != 0:\n",
+      "        nr = dr\n",
+      "        dr = r\n",
+      "        r = nr % dr\n",
+      "\n",
+      "    return dr\n",
+      "\n",
+      "d1 = gcd(a,b)\n",
+      "d2 = gcd(a,c)\n",
+      "d3 = gcd(b,c)\n",
+      "\n",
+      "if d1 == d2:\n",
+      "    if d1 == d3:\n",
+      "        print \"Greatest common divisor is\",d1\n",
+      "    else:\n",
+      "        print \"Greatest common divisor is \",gcd(d1,d3)\n",
+      "else:\n",
+      "    print \"Greatest common divisr is\",gcd(d1,d2)\n",
+      "\n",
+      "\n",
+      "print \"Press any key to continue. . .\"    "
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter three integers : 45 27 81\n",
+        "Greatest common divisor is  9\n",
+        "Press any key to continue. . .\n"
+       ]
+      }
+     ],
+     "prompt_number": 4
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 5 , Page number: CP-178"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to reverse the given integer\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 2846\n",
+      "\n",
+      "print \"Enter the integer :\",n\n",
+      "\n",
+      "# function to reverse an integer\n",
+      "\n",
+      "def reverse(n):\n",
+      "    rn = 0\n",
+      "    while n > 0:\n",
+      "        r = n % 10\n",
+      "        rn = rn * 10 + r\n",
+      "        n = n /10\n",
+      "    return rn\n",
+      "\n",
+      "\n",
+      "# call the function to print the reverse integer\n",
+      "\n",
+      "print n,\"is reversed as \",reverse(n)\n",
+      "print \"Press any key to continue. . .\""
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter the integer : 2846\n",
+        "2846 is reversed as  6482\n",
+        "Press any key to continue. . .\n"
+       ]
+      }
+     ],
+     "prompt_number": 5
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 6 , Page number: CP-179"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to compare two strings S1 and S2 and return the result 0,1,-1\n",
+      "# Variable declaration\n",
+      "\n",
+      "s1 = \"MUMBAI\"\n",
+      "s2 = \"MYSORE\"\n",
+      "\n",
+      "print \"Enter the first string :\",s1\n",
+      "print \"Enter the second string :\",s2\n",
+      "\n",
+      "\n",
+      "# function to compare the strings\n",
+      "\n",
+      "def compare(s1,s2):\n",
+      "    if cmp(s1,s2) == 0:\n",
+      "        return 0\n",
+      "    if cmp(s1,s2) > 0:\n",
+      "        return 1\n",
+      "    if cmp(s1,s2) < 0:\n",
+      "        return -1\n",
+      "\n",
+      "# call the function to print the result\n",
+      "\n",
+      "print \"The result is \", compare(s1,s2)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter the first string : MUMBAI\n",
+        "Enter the second string : MYSORE\n",
+        "The result is  -1\n"
+       ]
+      }
+     ],
+     "prompt_number": 6
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 7 , Page number: CP-181"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to find the arithmetic mean of n values using a function\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 6\n",
+      "x = [3.1,3.8,3.6,4.0,3.4,3.8]\n",
+      "\n",
+      "print \"How many values ?\",n\n",
+      "print \"Enter all values\"\n",
+      "for i in x:\n",
+      "    print i,\n",
+      "print     \n",
+      "# function to find arithmetic mean\n",
+      "\n",
+      "def amean(x,n):\n",
+      "    s = 0\n",
+      "    for i in range(n):\n",
+      "        s = s + x[i]\n",
+      "    return (s/n)\n",
+      "\n",
+      "# call function to print arithmetic mean\n",
+      "\n",
+      "print \"Arithmetic mean = %0.2f\" % amean(x,n)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many values ? 6\n",
+        "Enter all values\n",
+        "3.1 3.8 3.6 4.0 3.4 3.8\n",
+        "Arithmetic mean = 3.62\n"
+       ]
+      }
+     ],
+     "prompt_number": 7
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 8 , Page number: CP-182"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to read a matrix of order m x n and print the sum of all elements using functions\n",
+      "# Variable declaration\n",
+      "\n",
+      "m = 3\n",
+      "n = 2\n",
+      "a = [[2,3,4],\n",
+      "     [2,0,1]]\n",
+      "\n",
+      "\n",
+      "print \"How many rows and columns :\",m,n\n",
+      "print \"Enter the matrix values\"\n",
+      "for i in range(n):\n",
+      "    for j in range(m):\n",
+      "        print a[i][j],\n",
+      "    print     \n",
+      "\n",
+      "# function to add all elements in the matrix\n",
+      "def elem_sum(a,m,n):\n",
+      "    i = 0\n",
+      "    j = 0\n",
+      "    s = 0\n",
+      "    for i in range(n):\n",
+      "        for j in range(m):\n",
+      "            s = s + a[i][j]\n",
+      "            j = j + 1\n",
+      "        i = i + 1   \n",
+      "    return s\n",
+      "\n",
+      "# call function to print the result\n",
+      "\n",
+      "print \"Sum of all elements in the matrix =\",\n",
+      "print elem_sum(a,m,n)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many rows and columns : 3 2\n",
+        "Enter the matrix values\n",
+        "2 3 4\n",
+        "2 0 1\n",
+        "Sum of all elements in the matrix = 12\n"
+       ]
+      }
+     ],
+     "prompt_number": 8
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 9 , Page number: CP-183"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to reverse a string\n",
+      "# Variable declaration\n",
+      "\n",
+      "st = \"NEW DELHI\"\n",
+      "print \"Enter a string :\",st\n",
+      "def reverse(st):\n",
+      "    rst = \"\"\n",
+      "    for i in range(0 ,len(st)):\n",
+      "        rst += st[(len(st) -1) - i]\n",
+      "    return rst\n",
+      "\n",
+      "print st,\"is reversed as \",\n",
+      "print reverse(st)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter a string : NEW DELHI\n",
+        "NEW DELHI is reversed as  IHLED WEN\n"
+       ]
+      }
+     ],
+     "prompt_number": 9
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 10 , Page number: CP-184"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to apply binary search to set of N numbers using a function\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 10\n",
+      "x = [-3,8,13,19,21,25,26,29,35,42]\n",
+      "s = 19\n",
+      "\n",
+      "\n",
+      "print \"How many numbers ?\",n\n",
+      "print \"Enter all numbers in the list\"\n",
+      "for a in x:\n",
+      "    print a,\n",
+      "print     \n",
+      "print \"Enter the number to be searched :\",s\n",
+      "\n",
+      "# function to search the number\n",
+      "\n",
+      "def bi_search(x,n,s):\n",
+      "    flag = 0\n",
+      "    start = 0\n",
+      "    end  = n\n",
+      "    while start < end and flag ==0:\n",
+      "        mid = (start + end) / 2\n",
+      "        if x[mid] > s:\n",
+      "            end = mid\n",
+      "        elif x[mid] < s:\n",
+      "            start = mid + 1\n",
+      "        else:\n",
+      "            flag = 1\n",
+      "    return flag\n",
+      "\n",
+      "# calling the function\n",
+      "\n",
+      "if bi_search(x,n,s):\n",
+      "    print \"The number\",s,\"is present in the list\"\n",
+      "else:\n",
+      "    print \"The number\",s,\"is not present in list\""
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many numbers ? 10\n",
+        "Enter all numbers in the list\n",
+        "-3 8 13 19 21 25 26 29 35 42\n",
+        "Enter the number to be searched : 19\n",
+        "The number 19 is present in the list\n"
+       ]
+      }
+     ],
+     "prompt_number": 10
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 11 , Page number: CP-187"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to find factorial of a given number using recursive function\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 5\n",
+      "r = 3\n",
+      "\n",
+      "print \"Enter the values to n and r :\",n,r\n",
+      "\n",
+      "# recursive function to find factorial\n",
+      "\n",
+      "def fact(k):\n",
+      "    if k ==1:\n",
+      "        return 1\n",
+      "    else:\n",
+      "        return (k * fact(k-1))\n",
+      "\n",
+      "ncr = fact(n)/(fact(r) * fact(n-r))\n",
+      "print \"Value of nCr =\",ncr    "
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter the values to n and r : 5 3\n",
+        "Value of nCr = 10\n"
+       ]
+      }
+     ],
+     "prompt_number": 11
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 12 , Page number: CP-188"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to compute the value of x power n using a recursive function\n",
+      "# Variable declaration\n",
+      "\n",
+      "x = 4.20\n",
+      "n = 3\n",
+      "\n",
+      "print \"Enter value to x :\",x\n",
+      "print \"Enter its power :\",n\n",
+      "\n",
+      "# recursive function to find x rise to n\n",
+      "\n",
+      "def power(x,n):\n",
+      "    if n == 1:\n",
+      "        return x\n",
+      "    else:\n",
+      "        return (x * power(x,n-1))\n",
+      "\n",
+      "\n",
+      "print \"%0.2f\" %x,\"raise to \",n,\"is %0.2f\" % power(x,n)  "
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter value to x : 4.2\n",
+        "Enter its power : 3\n",
+        "4.20 raise to  3 is 74.09\n"
+       ]
+      }
+     ],
+     "prompt_number": 12
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 13 , Page number: CP-189"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to display first n terms of the fibonacci series using recursive function\n",
+      "\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 10\n",
+      "t1 = 0\n",
+      "t2 = 1\n",
+      "i = 0\n",
+      "count = 2\n",
+      "\n",
+      "# recursive function to print the terms in series\n",
+      "def fibo(t1,t2):\n",
+      "    global count\n",
+      "    if (count >= n):\n",
+      "        return\n",
+      "    else:\n",
+      "        t3 = t1 + t2\n",
+      "        print t3,\n",
+      "        count = count + 1\n",
+      "        t1 = t2\n",
+      "        t2 = t3\n",
+      "        return  fibo(t1,t2)\n",
+      "        \n",
+      "\n",
+      "\n",
+      "print \"How many terms to be printed ?\",n\n",
+      "print \"The first\",n,\"terms in Fibonacci series are\"\n",
+      "print t1,\n",
+      "print t2,\n",
+      "\n",
+      "fibo(t1,t2)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many terms to be printed ? 10\n",
+        "The first 10 terms in Fibonacci series are\n",
+        "0 1 1 2 3 5 8 13 21 34\n"
+       ]
+      }
+     ],
+     "prompt_number": 13
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 14 , Page number: CP-196"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to add two matrices of  order m x n and to print the resultant values\n",
+      "# Variable declaration\n",
+      "\n",
+      "m = 2\n",
+      "n = 2\n",
+      "a = [[2,-2],\n",
+      "     [0,4]]\n",
+      "b = [[6,2],\n",
+      "     [4,-5]]\n",
+      "c = [[0,0],\n",
+      "     [0,0]]\n",
+      "\n",
+      "print \"How many rows and columns ?\",m,n\n",
+      "print \"Enter A matrix value\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print a[i][j],\n",
+      "    print \n",
+      "print \"Enter B matrix values\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print b[i][j],\n",
+      "    print \n",
+      "\n",
+      "# function to add matrices\n",
+      "def matadd():\n",
+      "    for i in range(m):\n",
+      "        for j in range(n):\n",
+      "            c[i][j] = a[i][j] + b[i][j]\n",
+      "\n",
+      "\n",
+      "\n",
+      "# call function\n",
+      "matadd()\n",
+      "print \"Resultant matrix is\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print c[i][j],\n",
+      "    print     \n",
+      "    "
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many rows and columns ? 2 2\n",
+        "Enter A matrix value\n",
+        "2 -2\n",
+        "0 4\n",
+        "Enter B matrix values\n",
+        "6 2\n",
+        "4 -5\n",
+        "Resultant matrix is\n",
+        "8 0\n",
+        "4 -1\n"
+       ]
+      }
+     ],
+     "prompt_number": 14
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 15 , Page number: CP-197"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to multiply A matrix of order of m x n with B matrix of order n x l and print the resultant matrix\n",
+      "# Variable declaration\n",
+      "\n",
+      "a = [[2,-2],\n",
+      "     [0,4]]\n",
+      "b = [[6,2,],\n",
+      "     [4,-5]]\n",
+      "c = [[0,0],\n",
+      "     [0,0]]\n",
+      "\n",
+      "m = 2\n",
+      "n = 2\n",
+      "l = 2\n",
+      "\n",
+      "print \"Enter order of A matrix (m x n) :\",m,n\n",
+      "print \"Enter A matrix values\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print a[i][j],\n",
+      "    print\n",
+      "    \n",
+      "print \"Enter order of B matrix (n x l) :\",n,l\n",
+      "print \"Enter B matrix values\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print b[i][j],\n",
+      "    print     \n",
+      "    \n",
+      "\n",
+      "# function to multiply matrices\n",
+      "\n",
+      "def matmul():\n",
+      "    for i in range(m):\n",
+      "        for j in range(l):\n",
+      "            c[i][j] = 0\n",
+      "            for k in range(n):\n",
+      "                c[i][j] = c[i][j] + a[i][k] * b[k][j]\n",
+      "    return c\n",
+      "\n",
+      "# call function\n",
+      "matmul()\n",
+      "print \"Resultant matix is\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print c[i][j],\n",
+      "    print\n",
+      "\n",
+      "\n",
+      "    "
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Enter order of A matrix (m x n) : 2 2\n",
+        "Enter A matrix values\n",
+        "2 -2\n",
+        "0 4\n",
+        "Enter order of B matrix (n x l) : 2 2\n",
+        "Enter B matrix values\n",
+        "6 2\n",
+        "4 -5\n",
+        "Resultant matix is\n",
+        "4 14\n",
+        "16 -20\n"
+       ]
+      }
+     ],
+     "prompt_number": 15
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 16 , Page number: CP-199"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to transpose a matrix of order m x n\n",
+      "# Variable declaration\n",
+      "\n",
+      "a = [[-3,6,0],\n",
+      "     [3,2,8]]\n",
+      "at = [[0,0],\n",
+      "      [0,0],\n",
+      "      [0,0]]\n",
+      "m = 2\n",
+      "n = 3\n",
+      "ch = \"y\"\n",
+      "\n",
+      "print \"How many rows and columns ?\",m,n\n",
+      "print \"Enter the matrix values\"\n",
+      "for i in range(m):\n",
+      "    for j in range(n):\n",
+      "        print a[i][j],\n",
+      "    print     \n",
+      "    \n",
+      "\n",
+      "# function to transpose a matrix\n",
+      "\n",
+      "def transpose(a,at,m,n):\n",
+      "    for i in range(m):\n",
+      "        for j in range(n):\n",
+      "            at[j][i] = a[i][j]\n",
+      "    return at\n",
+      "\n",
+      "while ch == 'y' or ch == 'Y' :\n",
+      "    # call function to transpose the matrix\n",
+      "    transpose(a,at,m,n)\n",
+      "    print \"Transpose of the matrix is\"\n",
+      "    for i in range(n):\n",
+      "        for j in range(m):\n",
+      "            print at[i][j],\n",
+      "        print\n",
+      "    ch = \"N\"\n",
+      "    print \"Press y to continue\"\n",
+      "    print \"     any other key to stop.\",ch"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many rows and columns ? 2 3\n",
+        "Enter the matrix values\n",
+        "-3 6 0\n",
+        "3 2 8\n",
+        "Transpose of the matrix is\n",
+        "-3 3\n",
+        "6 2\n",
+        "0 8\n",
+        "Press y to continue\n",
+        "     any other key to stop. N\n"
+       ]
+      }
+     ],
+     "prompt_number": 16
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Example 17 , Page number: CP-200"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Program to create a function to sort the elements of an array in ascending order\n",
+      "# Variable declaration\n",
+      "\n",
+      "n = 4\n",
+      "x = [32,-10,20,5]\n",
+      "\n",
+      "print \"How many numbers ?\",n\n",
+      "print \"Enter the list of values\"\n",
+      "for a in x:\n",
+      "    print a,\n",
+      "print     \n",
+      "\n",
+      "# function to sort the numbers\n",
+      "def sort(x,n):\n",
+      "    for i in range(n-1):\n",
+      "        for j in range(i+1,n):\n",
+      "            if x[i] > x[j]:\n",
+      "                temp = x[i]\n",
+      "                x[i] = x[j]\n",
+      "                x[j] = temp\n",
+      "    return x\n",
+      "\n",
+      "# call function to sort the numbers\n",
+      "sort(x,n)\n",
+      "print \"The sorted list is\"\n",
+      "for a in x:\n",
+      "    print a,\n",
+      "print\n"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "How many numbers ? 4\n",
+        "Enter the list of values\n",
+        "32 -10 20 5\n",
+        "The sorted list is\n",
+        "-10 5 20 32\n"
+       ]
+      }
+     ],
+     "prompt_number": 17
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    }
+   ],
+   "metadata": {}
+  }
+ ]
+}
\ No newline at end of file