{"id":8703,"date":"2021-06-12T10:56:47","date_gmt":"2021-06-12T05:26:47","guid":{"rendered":"https:\/\/python-programs.com\/?p=8703"},"modified":"2021-11-22T18:53:28","modified_gmt":"2021-11-22T13:23:28","slug":"numpy-linspace-create-same-sized-samples-over-an-interval-in-python","status":"publish","type":"post","link":"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/","title":{"rendered":"numpy.linspace() | Create same sized samples over an interval in Python"},"content":{"rendered":"<h2>Create a Numpy array of evenly spaced samples over a range using numpy.linspace()<\/h2>\n<p>In this article we will discus about how to create a Numpy array of evenly spaced samples over a range using <code>numpy.linspace()<\/code>.<\/p>\n<h2>Numpy.linspace()<\/h2>\n<p>Numpy module provides a function <code>numpy.linspace()<\/code> to create a evenly spaced samples over a specified interval i.e.<\/p>\n<div class=\"enlighter-default enlighter-v-standard enlighter-t-classic enlighter-hover \">\n<div class=\"enlighter\">\n<div class=\"\">\n<pre><span class=\"enlighter-text\">Syntax: numpy.<\/span><span class=\"enlighter-m1\">linspace<\/span><span class=\"enlighter-g1\">(<\/span><span class=\"enlighter-text\">start, stop, num=<\/span><span class=\"enlighter-n1\">50<\/span><span class=\"enlighter-text\">, endpoint=<\/span><span class=\"enlighter-e0\">True<\/span><span class=\"enlighter-text\">, retstep=<\/span><span class=\"enlighter-e0\">False<\/span><span class=\"enlighter-text\">, dtype=<\/span><span class=\"enlighter-e1\">None<\/span><span class=\"enlighter-g1\">)<\/span><\/pre>\n<div>Where,<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ul>\n<li>start : Represents the start value of the range<\/li>\n<li>stop : Represents the end value of the range (Actually array doesn\u2019t include this value but it acts as an end point)<\/li>\n<li>num : Represents the number of samples to be generated (If it is not provided then optional value is taken as 50)<\/li>\n<li>dtype : Represents datatype of elements.<\/li>\n<\/ul>\n<p>To use Numpy we have to include the below module i.e.<\/p>\n<div class=\"enlighter-default enlighter-v-standard enlighter-t-classic enlighter-hover \">\n<div class=\"enlighter\">\n<div class=\"\">\n<pre><span class=\"enlighter-k0\">import<\/span><span class=\"enlighter-text\"> numpy <\/span><span class=\"enlighter-k0\">as<\/span><span class=\"enlighter-text\"> np<\/span><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<p>Let&#8217;s see below two examples to understand the concept.<\/p>\n<ul>\n<li><a href=\"#Create_5_evenly_spaced_samples_in_interval_[10,_50]\">Create 5 evenly spaced samples in interval [10, 50]<\/a><\/li>\n<li><a href=\"#Get_the_Step_size_from_numpy.linspace()\">Get the Step size from numpy.linspace()<\/a><\/li>\n<\/ul>\n<h3><a id=\"Create_5_evenly_spaced_samples_in_interval_[10,_50]\"><\/a>Example-1 : Create 5 evenly spaced samples in interval [10, 50]<\/h3>\n<div>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">import numpy as np\r\n# Create 5 evenly spaced samples in interval [10, 50]\r\ntemp_arr = np.linspace(10,50,5)\r\nprint(temp_arr)<\/pre>\n<pre>Output :\r\n[10. 20. 30. 40. 50.]<\/pre>\n<\/div>\n<div>We can also specify the datatype as int32 by dtype.<\/div>\n<div>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">import numpy as np\r\n# Create 5 evenly spaced samples in interval [10, 50]\r\ntemp_arr = np.linspace(10,50,5,dtype=np.int32)\r\nprint(temp_arr)<\/pre>\n<pre>Output :\r\n[10 20 30 40 50]<\/pre>\n<\/div>\n<h3><a id=\"Get_the_Step_size_from_numpy.linspace()\"><\/a>Example-2 : Get the Step size from numpy.linspace()<\/h3>\n<p>When we will pass <code>retstep=True<\/code>\u00a0in <code>numpy.linspace().<\/code><\/p>\n<div>Then it will return step size between samples.<\/div>\n<div>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">import numpy as np\r\n# Create 5 evenly spaced samples in interval [10, 50]\r\ntemp_arr, step = np.linspace(10,50,5,dtype=np.int32,retstep=True)\r\nprint('Printing the Numpy Array contents: ')\r\nprint(temp_arr)\r\nprint('The step size between two samples  : ', step)<\/pre>\n<pre>Output :\r\nContents of the Numpy Array : \r\n[10 20 30 40 50]\r\nStep size between two elements : 10.0<\/pre>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Create a Numpy array of evenly spaced samples over a range using numpy.linspace() In this article we will discus about how to create a Numpy array of evenly spaced samples over a range using numpy.linspace(). Numpy.linspace() Numpy module provides a function numpy.linspace() to create a evenly spaced samples over a specified interval i.e. Syntax: numpy.linspace(start, &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/\"> <span class=\"screen-reader-text\">numpy.linspace() | Create same sized samples over an interval in Python<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":9,"featured_media":8705,"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":[5],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>numpy.linspace() | Create same sized samples over an interval in Python - 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\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"numpy.linspace() | Create same sized samples over an interval in Python - Python Programs\" \/>\n<meta property=\"og:description\" content=\"Create a Numpy array of evenly spaced samples over a range using numpy.linspace() In this article we will discus about how to create a Numpy array of evenly spaced samples over a range using numpy.linspace(). Numpy.linspace() Numpy module provides a function numpy.linspace() to create a evenly spaced samples over a specified interval i.e. Syntax: numpy.linspace(start, &hellip; numpy.linspace() | Create same sized samples over an interval in Python Read More &raquo;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Python Programs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/btechgeeks\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-12T05:26:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-22T13:23:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/06\/numpy.linspace-Create-same-sized-samples-over-an-interval-in-Python.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@btech_geeks\" \/>\n<meta name=\"twitter:site\" content=\"@btech_geeks\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Satyabrata Jena\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/python-programs.com\/#organization\",\"name\":\"BTech Geeks\",\"url\":\"https:\/\/python-programs.com\/\",\"sameAs\":[\"https:\/\/www.instagram.com\/btechgeeks\/\",\"https:\/\/www.linkedin.com\/in\/btechgeeks\",\"https:\/\/in.pinterest.com\/btechgeek\/\",\"https:\/\/www.youtube.com\/channel\/UC9MlCqdJ3lKqz2p5114SDIg\",\"https:\/\/www.facebook.com\/btechgeeks\",\"https:\/\/twitter.com\/btech_geeks\"],\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/python-programs.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/python-programs.com\/wp-content\/uploads\/2020\/11\/BTechGeeks.png\",\"contentUrl\":\"https:\/\/python-programs.com\/wp-content\/uploads\/2020\/11\/BTechGeeks.png\",\"width\":350,\"height\":70,\"caption\":\"BTech Geeks\"},\"image\":{\"@id\":\"https:\/\/python-programs.com\/#\/schema\/logo\/image\/\"}},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/python-programs.com\/#website\",\"url\":\"https:\/\/python-programs.com\/\",\"name\":\"Python Programs\",\"description\":\"Python Programs with Examples, How To Guides on Python\",\"publisher\":{\"@id\":\"https:\/\/python-programs.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/python-programs.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/#primaryimage\",\"url\":\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/06\/numpy.linspace-Create-same-sized-samples-over-an-interval-in-Python.png\",\"contentUrl\":\"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/06\/numpy.linspace-Create-same-sized-samples-over-an-interval-in-Python.png\",\"width\":1280,\"height\":720},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/#webpage\",\"url\":\"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/\",\"name\":\"numpy.linspace() | Create same sized samples over an interval in Python - 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Numpy.linspace() Numpy module provides a function numpy.linspace() to create a evenly spaced samples over a specified interval i.e. Syntax: numpy.linspace(start, &hellip; numpy.linspace() | Create same sized samples over an interval in Python Read More &raquo;","og_url":"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/","og_site_name":"Python Programs","article_publisher":"https:\/\/www.facebook.com\/btechgeeks","article_published_time":"2021-06-12T05:26:47+00:00","article_modified_time":"2021-11-22T13:23:28+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/06\/numpy.linspace-Create-same-sized-samples-over-an-interval-in-Python.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_creator":"@btech_geeks","twitter_site":"@btech_geeks","twitter_misc":{"Written by":"Satyabrata Jena","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Organization","@id":"https:\/\/python-programs.com\/#organization","name":"BTech Geeks","url":"https:\/\/python-programs.com\/","sameAs":["https:\/\/www.instagram.com\/btechgeeks\/","https:\/\/www.linkedin.com\/in\/btechgeeks","https:\/\/in.pinterest.com\/btechgeek\/","https:\/\/www.youtube.com\/channel\/UC9MlCqdJ3lKqz2p5114SDIg","https:\/\/www.facebook.com\/btechgeeks","https:\/\/twitter.com\/btech_geeks"],"logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/python-programs.com\/#\/schema\/logo\/image\/","url":"https:\/\/python-programs.com\/wp-content\/uploads\/2020\/11\/BTechGeeks.png","contentUrl":"https:\/\/python-programs.com\/wp-content\/uploads\/2020\/11\/BTechGeeks.png","width":350,"height":70,"caption":"BTech Geeks"},"image":{"@id":"https:\/\/python-programs.com\/#\/schema\/logo\/image\/"}},{"@type":"WebSite","@id":"https:\/\/python-programs.com\/#website","url":"https:\/\/python-programs.com\/","name":"Python Programs","description":"Python Programs with Examples, How To Guides on Python","publisher":{"@id":"https:\/\/python-programs.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/python-programs.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/#primaryimage","url":"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/06\/numpy.linspace-Create-same-sized-samples-over-an-interval-in-Python.png","contentUrl":"https:\/\/python-programs.com\/wp-content\/uploads\/2021\/06\/numpy.linspace-Create-same-sized-samples-over-an-interval-in-Python.png","width":1280,"height":720},{"@type":"WebPage","@id":"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/#webpage","url":"https:\/\/python-programs.com\/numpy-linspace-create-same-sized-samples-over-an-interval-in-python\/","name":"numpy.linspace() | Create same sized samples over an interval in Python - 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