{"id":2192,"date":"2022-04-15T08:15:45","date_gmt":"2022-04-15T08:15:45","guid":{"rendered":"https:\/\/dreid.nl\/?p=2192"},"modified":"2022-04-15T08:15:45","modified_gmt":"2022-04-15T08:15:45","slug":"how-to-configure-anaconda","status":"publish","type":"post","link":"https:\/\/dreid.nl\/?p=2192","title":{"rendered":"How to configure Anaconda"},"content":{"rendered":"<p>If you want to explore data science and machine learning on Windows, <a href=\"https:\/\/www.anaconda.com\/\" target=\"_blank\" rel=\"noopener\">Anaconda<\/a> is the easiest way to get a running Python distribution with all required packages. You can install additional packages with the <em>conda install<\/em> command. The problem here is that most packages are available from the conda-forge channel, which is not enabled by default. If you want to use conda-forge by default (and you probably do), edit your .condarc (which is located in your user home directory) to look like this:<\/p>\n<p><code>channel-priority: strict<br \/>\nchannels:<br \/>\n- conda-forge<br \/>\n- defaults<br \/>\nssl_verify: true<br \/>\nsafety_checks: disabled<br \/>\n<\/code><\/p>\n<p>If you want to use <a href=\"https:\/\/pytorch.org\/get-started\/locally\/\" target=\"_blank\" rel=\"noopener\">PyTorch<\/a> for machine learning and use Nvidia&#8217;s Cuda for GPU acceleration, you can install PyTorch like this:<\/p>\n<p><code>conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch<\/code><\/p>\n<p>Python&#8217;s default packet manager is <em>pip<\/em>, and many online sources will tell you to install packages via pip. This will however break Anaconda&#8217;s packet management, so this should only be done with packages that cannot be installed with conda. When in doubt, always try <em>conda install<\/em> first before doing <em>pip install<\/em>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you want to explore data science and machine learning on Windows, Anaconda is the easiest way to get a running Python distribution with all required packages. You can install additional packages with the conda install command. The problem here is that most packages are available from the conda-forge channel, which is not enabled by [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[100],"tags":[111,127],"class_list":{"0":"post-2192","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-blog","7":"tag-machine-learning","8":"tag-python","9":"czr-hentry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to configure Anaconda - DreiD BV<\/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:\/\/dreid.nl\/?p=2192\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to configure Anaconda - DreiD BV\" \/>\n<meta property=\"og:description\" content=\"If you want to explore data science and machine learning on Windows, Anaconda is the easiest way to get a running Python distribution with all required packages. 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