{"id":19679,"date":"2016-04-11T18:55:38","date_gmt":"2016-04-12T02:55:38","guid":{"rendered":"https:\/\/www.altoros.com\/blog\/?p=19679"},"modified":"2021-03-30T17:37:21","modified_gmt":"2021-03-30T14:37:21","slug":"introduction-to-skflow-and-tensorflow","status":"publish","type":"post","link":"https:\/\/www.altoros.com\/blog\/introduction-to-skflow-and-tensorflow\/","title":{"rendered":"Introduction to Skflow and TensorFlow"},"content":{"rendered":"<p>Below are the videos from the <a href=\"https:\/\/www.meetup.com\/TensorFlow-Chicago\/events\/226744337\/\" target=\"_blank\" rel=\"noopener noreferrer\">TensorFlow Chicago meetup<\/a>\u2014sponsored and organized by Altoros on March 1, 2016.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.altoros.com\/blog\/introduction-to-skflow-and-tensorflow\/#TensorFlow_overview\" >TensorFlow overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.altoros.com\/blog\/introduction-to-skflow-and-tensorflow\/#Introduction_to_Skflow\" >Introduction to Skflow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.altoros.com\/blog\/introduction-to-skflow-and-tensorflow\/#Fireside_chat\" >Fireside chat<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.altoros.com\/blog\/introduction-to-skflow-and-tensorflow\/#Further_reading\" >Further reading<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"TensorFlow_overview\"><\/span>TensorFlow overview<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>In his session, <a href=\"https:\/\/www.linkedin.com\/in\/ramaninatarajan\" target=\"_blank\" rel=\"noopener noreferrer\">Ramani Natarajan<\/a> introduced the audience to TensorFlow, highlighting its major features and explaining what the tool can be used for. He also mentioned some tensor and data flow graph concepts, providing an example of how tensors can be applied in modeling.<\/p>\n<p><center><script charset=\"ISO-8859-1\" src=\"\/\/fast.wistia.com\/assets\/external\/E-v1.js\" async><\/script><\/p>\n<div class=\"wistia_embed wistia_async_rbvdb99mht\" style=\"height:360px;width:640px\">&nbsp;<\/div>\n<p><\/center><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Introduction_to_Skflow\"><\/span>Introduction to Skflow<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/yuan-terry-tang-117ba962\" target=\"_blank\" rel=\"noopener noreferrer\">Yuan Tung<\/a>, Data Scientist at Uptake, provided an overview of <a href=\"https:\/\/github.com\/tensorflow\/tensorflow\/tree\/master\/tensorflow\/contrib\/learn\/python\/learn\" rel=\"noopener noreferrer\" target=\"_blank\">Scikit Flow<\/a>\u2014a simplified TensorFlow interface for deep learning that allows for getting started with <a href=\"https:\/\/www.altoros.com\/blog\/tensorflow-in-finance-discussing-predictive-analytics-and-budget-planning\/\" rel=\"noopener noreferrer\" target=\"_blank\">predictive analysis<\/a> and data mining. This presentation focuses on Scikit Flow\u2019s key features, modeling techniques, <a href=\"https:\/\/www.altoros.com\/research-papers\/performance-of-distributed-tensorflow-a-multi-node-and-multi-gpu-configuration\/\" rel=\"noopener noreferrer\" target=\"_blank\">GPU and session configuration<\/a>, visualizations, etc.<\/p>\n<p><center><script charset=\"ISO-8859-1\" src=\"\/\/fast.wistia.com\/assets\/external\/E-v1.js\" async><\/script><\/p>\n<div class=\"wistia_embed wistia_async_n45hhvxb7z\" style=\"height:360px;width:640px\">&nbsp;<\/div>\n<p><\/center><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Fireside_chat\"><\/span>Fireside chat<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>At the end of the meetup, Ramani Natarajan of Slalom and Yuan Tang of Uptake discussed:<\/p>\n<ul>\n<li>Why contributing to TensorFlow?<\/li>\n<li>Where do you see the opportunities for TensorFlow as a project?<\/li>\n<li>What will it take for large organizations to apply TensorFlow to real-world problems?<\/li>\n<\/ul>\n<p><center><script charset=\"ISO-8859-1\" src=\"\/\/fast.wistia.com\/assets\/external\/E-v1.js\" async><\/script><\/p>\n<div class=\"wistia_embed wistia_async_yijgpqvtgj\" style=\"height:360px;width:640px\">&nbsp;<\/div>\n<p><\/center><\/p>\n<p>&nbsp;<\/p>\n<p>Join <a href=\"https:\/\/www.meetup.com\/TensorFlow-Chicago\/\" target=\"_blank\" rel=\"noopener noreferrer\">our group<\/a> to stay updated with information on the upcoming meetups.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Further_reading\"><\/span>Further reading<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><a href=\"https:\/\/www.altoros.com\/blog\/the-diversity-of-tensorflow-wrappers-gpus-generative-adversarial-networks-etc\/\">The Diversity of TensorFlow: Wrappers, GPUs, Generative Adversarial Networks, etc.<\/a><\/li>\n<li><a href=\"https:\/\/www.altoros.com\/blog\/under-the-hood-mechanisms-of-neural-networks-with-tensorflow\/\">Under-the-Hood Mechanisms of Neural Networks with TensorFlow<\/a><\/li>\n<li><a href=\"https:\/\/www.altoros.com\/blog\/tensorflow-in-finance-discussing-predictive-analytics-and-budget-planning\/\">TensorFlow in Finance: Discussing Predictive Analytics and Budget Planning<\/a><\/li>\n<li><a href=\"https:\/\/www.altoros.com\/visuals\/tensorflow-cheat-sheet\/\">TensorFlow Cheat Sheet<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Below are the videos from the TensorFlow Chicago meetup\u2014sponsored and organized by Altoros on March 1, 2016.<\/p>\n<p>&nbsp;<\/p>\n<p>TensorFlow overview<\/p>\n<p>In his session, Ramani Natarajan introduced the audience to TensorFlow, highlighting its major features and explaining what the tool can be used for. He also mentioned some tensor and data flow graph concepts, [&#8230;]<\/p>\n","protected":false},"author":3,"featured_media":30960,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[214],"tags":[748,749],"class_list":["post-19679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tutorials","tag-machine-learning","tag-tensorflow"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Introduction to Skflow and TensorFlow | Altoros<\/title>\n<meta name=\"description\" content=\"Scikit Flow, a simplified TensorFlow interface, provides modeling and visualization techniques to get started with predictive analysis and data mining.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.altoros.com\/blog\/introduction-to-skflow-and-tensorflow\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introduction to Skflow and TensorFlow | Altoros\" \/>\n<meta property=\"og:description\" content=\"Below are the videos from the TensorFlow Chicago meetup\u2014sponsored and organized by Altoros on March 1, 2016. &nbsp; TensorFlow overview In his session, Ramani Natarajan introduced the audience to TensorFlow, highlighting its major features and explaining what the tool can be used for. 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