{"id":5647169,"date":"2023-01-20T15:59:57","date_gmt":"2023-01-20T20:59:57","guid":{"rendered":"https:\/\/lightning.ai\/pages\/?p=5647169"},"modified":"2023-03-07T17:07:16","modified_gmt":"2023-03-07T22:07:16","slug":"download-the-jupyter-notebook-for-long-short-term-memory-with-pytorch-lightning","status":"publish","type":"post","link":"https:\/\/lightning.ai\/pages\/education\/download-the-jupyter-notebook-for-long-short-term-memory-with-pytorch-lightning\/","title":{"rendered":"Download the Jupyter Notebook for Long Short-Term Memory with PyTorch + Lightning!!!"},"content":{"rendered":"<h2>A StatQuest Jupyter Notebook<\/h2>\n<p>In the StatQuest on\u00a0<a class=\"c-link\" tabindex=\"-1\" href=\"https:\/\/youtu.be\/RHGiXPuo_pI\" target=\"_blank\" rel=\"noopener noreferrer\" data-stringify-link=\"https:\/\/youtu.be\/RHGiXPuo_pI\" data-sk=\"tooltip_parent\" data-remove-tab-index=\"true\">Long Short-Term Memory with PyTorch + Lightning<\/a>\u00a0we&#8217;ll learn how to code an LSTM unit from scratch and then train it. Then we&#8217;ll do the same thing with the PyTorch function nn.LSMT(). Along the way we&#8217;ll learn two cool tricks that Lightning gives us that make our lives easier: 1) How to add more training epochs without starting over and 2) How to easily visualize the training results to determine if you need to do more training or are done.To give you a head start, you can download the Jupyter Notebook here! TRIPLE BAM!!!<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/RHGiXPuo_pI\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script><br \/>\n<script>\n  hbspt.forms.create({\n    region: \"na1\",\n    portalId: \"9067487\",\n    formId: \"a21d26ca-b9b9-4869-b544-78c67fd1a31a\"\n  });\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A StatQuest Jupyter Notebook In the StatQuest on\u00a0Long Short-Term Memory with PyTorch + Lightning\u00a0we&#8217;ll learn how to code an LSTM unit from scratch and then train it. Then we&#8217;ll do the same thing with the PyTorch function nn.LSMT(). Along the way we&#8217;ll learn two cool tricks that Lightning gives us that make our lives easier:<a class=\"excerpt-read-more\" href=\"https:\/\/lightning.ai\/pages\/education\/download-the-jupyter-notebook-for-long-short-term-memory-with-pytorch-lightning\/\" title=\"ReadDownload the Jupyter Notebook for Long Short-Term Memory with PyTorch + Lightning!!!\">&#8230; Read more &raquo;<\/a><\/p>\n","protected":false},"author":16,"featured_media":5647170,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[76],"tags":[],"glossary":[],"acf":{"additional_authors":false,"hide_from_archive":false,"content_type":"Blog Post","custom_styles":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Download the Jupyter Notebook for Long Short-Term Memory<\/title>\n<meta name=\"description\" content=\"In the StatQuest on\u00a0Long Short-Term Memory with PyTorch + Lightning\u00a0we&#039;ll learn how to code an LSTM unit from scratch and then train it.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lightning.ai\/pages\/education\/download-the-jupyter-notebook-for-long-short-term-memory-with-pytorch-lightning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Download the Jupyter Notebook for Long Short-Term Memory with PyTorch + Lightning!!!\" \/>\n<meta property=\"og:description\" content=\"In the StatQuest on\u00a0Long Short-Term Memory with PyTorch + Lightning\u00a0we&#039;ll learn how to code an LSTM unit from scratch and then train it.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lightning.ai\/pages\/education\/download-the-jupyter-notebook-for-long-short-term-memory-with-pytorch-lightning\/\" \/>\n<meta property=\"og:site_name\" content=\"Lightning AI\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-20T20:59:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-07T22:07:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2023\/01\/lstms_with_pytorch_and_lightning_v2_thumbnail.001.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"JP Hennessy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Download the Jupyter Notebook for Long Short-Term Memory with PyTorch + Lightning!!!\" \/>\n<meta name=\"twitter:image\" 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