{"id":7132,"date":"2021-08-16T12:23:51","date_gmt":"2021-08-16T06:53:51","guid":{"rendered":"https:\/\/python-programs.com\/?p=7132"},"modified":"2021-11-22T18:39:25","modified_gmt":"2021-11-22T13:09:25","slug":"program-for-transpose-a-matrix-in-python-cpp-programming","status":"publish","type":"post","link":"https:\/\/python-programs.com\/program-for-transpose-a-matrix-in-python-cpp-programming\/","title":{"rendered":"Program for Transpose a Matrix in Python &amp; C++ Programming"},"content":{"rendered":"<p>In the previous article, we have discussed about\u00a0<a href=\"https:\/\/python-programs.com\/program-for-addition-of-two-matrices-in-python-cpp\/\" target=\"_blank\" rel=\"noopener\">Program for addition of two matrices in Python &amp; C++ Programming<\/a>. Let us learn Program for Transpose a Matrix in C++ Program and Python.<\/p>\n<p><strong>What is a matrix:<\/strong><\/p>\n<p>A matrix is a rectangular sequence of numbers divided into columns and rows. A matrix element or entry is a number that appears in a matrix.<\/p>\n<p><strong>Example:<\/strong><\/p>\n<p><img loading=\"lazy\" class=\"size-full wp-image-7021 aligncenter\" src=\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/05\/matrix.jpg\" alt=\"\" width=\"561\" height=\"426\" srcset=\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/05\/matrix.jpg 561w, https:\/\/python-programs.com\/wp-content\/uploads\/2021\/05\/matrix-300x228.jpg 300w\" sizes=\"(max-width: 561px) 100vw, 561px\" \/><\/p>\n<p>Above is the matrix which contains 5 rows and 4 columns and having elements from 1 to 20.<\/p>\n<p>In this order, the dimensions of a matrix indicate the number of rows and columns.<\/p>\n<p>Here as there are 5 rows and 4 columns it is called as 5*4 matrix.<\/p>\n<p><strong>What is Matrix Transpose:<\/strong><\/p>\n<p>The interchanging of rows and columns is known as a matrix transpose. It&#8217;s abbreviated as A&#8217;. The element in A&#8217;s ith row and jth column will be moved to A&#8217;s jth row and ith column.<\/p>\n<p><img loading=\"lazy\" class=\"size-full wp-image-7139 aligncenter\" src=\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/05\/matrix-3.jpg\" alt=\"\" width=\"443\" height=\"370\" srcset=\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/05\/matrix-3.jpg 443w, https:\/\/python-programs.com\/wp-content\/uploads\/2021\/05\/matrix-3-300x251.jpg 300w\" sizes=\"(max-width: 443px) 100vw, 443px\" \/><\/p>\n<p><strong>Examples for matrix Transpose:<\/strong><\/p>\n<p><strong>Input:<\/strong><\/p>\n<pre>Matrix 1 = 2 3 1 \r\n                 1 2 3<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">Printing the transpose of matrices : \r\n2 1\r\n3 2\r\n1 3<\/pre>\n<h2>Program for Matrix Transpose<\/h2>\n<ul>\n<li><a href=\"#Using_nested_Loops_in_Python\">Using nested Loops in Python<\/a><\/li>\n<li><a href=\"#Using_List_Comprehension_in_Python\">Using List Comprehension in Python<\/a><\/li>\n<li><a href=\"#Using_nested_loops_in_C++\">Using nested loops in C++<\/a><\/li>\n<\/ul>\n<p>Explore more instances related to python concepts from\u00a0<a href=\"https:\/\/python-programs.com\/python-programming-examples-with-output\/\">Python Programming Examples<\/a>\u00a0Guide and get promoted from beginner to professional programmer level in Python Programming Language.<\/p>\n<h3 id=\"Using_nested_Loops_in_Python\">Method #1:Using nested Loops in Python<\/h3>\n<p>A matrix can be implemented as a nested list in Python (list inside a list). Each variable can be thought of as a row in the matrix.<\/p>\n<p><strong>Approach:<\/strong><\/p>\n<ul>\n<li>Create two two-dimensional arrays A, and set their values. (In this case, we used a \u00a0initialized statically)<\/li>\n<li>Calculate the number of rows and columns in the array A and store it in the variables rows and columns.<\/li>\n<li>Declare a new array transpose, this time with dimensions in columns an rows(in reverse order).<\/li>\n<li>Calculate the transpose matrix by initializing transpose[i][j]=A[j][i].<\/li>\n<li>Print the transpose matrix.<\/li>\n<\/ul>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># given matrix A\r\nA = [[2, 3, 1],\r\n     [1, 2, 3]]\r\nrows = len(A)\r\ncolumns = len(A[0])\r\n# Initialize the transpose of matrices elements to 0\r\n# with rows as columns and columns as rows as dimensions\r\nmatrixTrans = [[0, 0],\r\n               [0, 0],\r\n               [0, 0]]\r\n# iterate through rows\r\nfor i in range(rows):\r\n    # iterate through columns\r\n    for j in range(columns):\r\n        matrixTrans[j][i] = A[i][j]\r\n# printing the transpose of matrices\r\nprint(\"Printing the transpose of matrices : \")\r\nfor rows in matrixTrans:\r\n    print(*rows)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">Printing the transpose of matrices : \r\n2 1\r\n3 2\r\n1 3<\/pre>\n<h3 id=\"Using_List_Comprehension_in_Python\">Method #2:Using List Comprehension in Python<\/h3>\n<p>The program\u2019s output is the same as previously. For iterating through each element in the array, we used the nested list comprehension.<\/p>\n<p>Understanding the list helps us to write concise codes and we need to always try to use them in Python. They\u2019re really beneficial.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># given matrix A\r\nA = [[2, 3, 1],\r\n     [1, 2, 3]]\r\nrows = len(A)\r\ncolumns = len(A[0])\r\n# Initialize the transpose of matrices elements to 0\r\n# with rows as columns and columns as rows as dimensions\r\nmatrixTrans = [[0, 0],\r\n               [0, 0],\r\n               [0, 0]]\r\n# using list comprehension to transpose a matrix\r\nmatrixTrans = [[A[j][i] for j in range(rows)] for i in range(columns)]\r\n# printing the transpose of matrices\r\nprint(\"Printing the transpose of matrices : \")\r\nfor rows in matrixTrans:\r\n    print(*rows)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">Printing the transpose of matrices : \r\n2 1\r\n3 2\r\n1 3<\/pre>\n<h3 id=\"Using_nested_loops_in_C++\">Method #3:Using nested loops in C++<\/h3>\n<p>We used nesting loops in this program to iterate through and row and column.<\/p>\n<p>Calculate the transpose matrix by initializing transpose[i][j]=A[j][i].In the\u00a0 the appropriate elements and store them in the result at each level.<\/p>\n<p>Let us take dynamic input in this case.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">#include &lt;iostream&gt;\r\nusing namespace std;\r\nint main()\r\n{\r\n    int rows, columns, A[100][100], matrixTrans[100][100], i, j;\r\n    cout &lt;&lt; \"Enter the number of rows of the matrix \"&lt;&lt;endl;\r\n    cin &gt;&gt; rows;\r\n    cout &lt;&lt; \"Enter the number of columns of the matrix\"&lt;&lt;endl;\r\n    cin &gt;&gt; columns;\r\n    cout &lt;&lt; \"Enter the elements of the matrix \" &lt;&lt; endl;\r\n    \/\/ Initializing matrix A with the user defined values\r\n    for(i = 0; i &lt; rows; ++i)\r\n       for(j = 0; j &lt; columns; ++j)\r\n       {\r\n           cout &lt;&lt; \"Enter element A\" &lt;&lt; i + 1 &lt;&lt; j + 1 &lt;&lt; \" = \";\r\n           cin &gt;&gt; A[i][j];\r\n       }\r\n \r\n    \/\/ Calculating transpose of the matrix\r\n    for(i = 0; i &lt; rows; ++i)\r\n        for(j = 0; j &lt; columns; ++j)\r\n            matrixTrans[j][i] = A[i][j];\r\n    \/\/printing matrix A\r\n    cout &lt;&lt; endl &lt;&lt; \" printing the matrix A\" &lt;&lt; endl;\r\n    for (i = 0; i &lt; rows; ++i) {\r\n    for (j = 0; j &lt; columns; ++j) {\r\n        cout &lt;&lt; A[i][j] &lt;&lt; \"  \";\r\n    }\r\n    cout &lt;&lt; endl;\r\n}\r\n    \r\n    \/\/printing the transpose of matrices\r\n    cout &lt;&lt; endl &lt;&lt; \" printing the transpose of matrices A \" &lt;&lt; endl;\r\n    \r\n    for (i = 0; i &lt; columns; ++i) {\r\n    for (j = 0; j &lt; rows; ++j) {\r\n        cout &lt;&lt; matrixTrans[i][j] &lt;&lt; \"  \";\r\n    }\r\n    cout &lt;&lt; endl;\r\n}\r\n    return 0;\r\n}<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>Enter the number of rows of the matrix \r\n5\r\nEnter the number of columns of the matrix\r\n4\r\nEnter the elements of the matrix \r\nEnter element A11 = 1\r\nEnter element A12 = 2\r\nEnter element A13 = 3\r\nEnter element A14 = 4\r\nEnter element A21 = 5\r\nEnter element A22 = 8\r\nEnter element A23 = 9\r\nEnter element A24 = 7\r\nEnter element A31 = 2\r\nEnter element A32 = 1\r\nEnter element A33 = 6\r\nEnter element A34 = 4\r\nEnter element A41 = 5\r\nEnter element A42 = 2\r\nEnter element A43 = 8\r\nEnter element A44 = 0\r\nEnter element A51 = -5\r\nEnter element A52 = 3\r\nEnter element A53 = 4\r\nEnter element A54 = 8\r\n\r\nprinting the matrix A\r\n1 2 3 4 \r\n5 8 9 7 \r\n2 1 6 4 \r\n5 2 8 0 \r\n-5 3 4 8\r\n\r\nprinting the transpose of matrices A \r\n1 5 2 5 -5 \r\n2 8 1 2 3 \r\n3 9 6 8 4 \r\n4 7 4 0 8<\/pre>\n<p><strong>Related Programs<\/strong>:<\/p>\n<ul>\n<li><a href=\"https:\/\/python-programs.com\/program-to-print-collatz-conjecture-for-a-given-number-in-cpp-and-python\/\">program to print collatz conjecture for a given number in cpp and python<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/write-a-program-to-reverse-a-number-in-python\/\">write a program to reverse a number in python<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/program-for-addition-of-two-matrices-in-python-cpp\/\">program for addition of two matrices in python cpp<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-count-the-number-of-digits-present-in-a-number\/\">python program to count the number of digits present in a number<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/program-for-spell-checker-in-python\/\">program for spell checker in python<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-find-a-pair-with-the-given-sum-in-an-array\/\">python program to find a pair with the given sum in an array<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-count-set-bits-in-a-number\/\">python program to count set bits in a number<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>In the previous article, we have discussed about\u00a0Program for addition of two matrices in Python &amp; C++ Programming. Let us learn Program for Transpose a Matrix in C++ Program and Python. What is a matrix: A matrix is a rectangular sequence of numbers divided into columns and rows. A matrix element or entry is a &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/program-for-transpose-a-matrix-in-python-cpp-programming\/\"> <span class=\"screen-reader-text\">Program for Transpose a Matrix in Python &amp; C++ Programming<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":7,"featured_media":7150,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true},"categories":[19,5],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Program for Transpose a Matrix in Python &amp; C++ Programming - Python Programs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/python-programs.com\/program-for-transpose-a-matrix-in-python-cpp-programming\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Program for Transpose a Matrix in Python &amp; C++ Programming - Python Programs\" \/>\n<meta property=\"og:description\" content=\"In the previous article, we have discussed about\u00a0Program for addition of two matrices in Python &amp; C++ Programming. 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Let us learn Program for Transpose a Matrix in C++ Program and Python. What is a matrix: A matrix is a rectangular sequence of numbers divided into columns and rows. 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