{"id":48492,"date":"2023-05-22T03:22:50","date_gmt":"2023-05-22T03:22:50","guid":{"rendered":"https:\/\/icaninfotech.com\/?p=48492"},"modified":"2024-12-02T05:33:32","modified_gmt":"2024-12-02T05:33:32","slug":"tensorflow-framework-and-use-cases-of-ai-in-software","status":"publish","type":"post","link":"https:\/\/icaninfotech.com\/tensorflow-framework-and-use-cases-of-ai-in-software\/","title":{"rendered":"TensorFlow framework and use cases of AI in Software"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"48492\" class=\"elementor elementor-48492\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a650d55 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"a650d55\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-732a9d9\" data-id=\"732a9d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\n\t\t<div class=\"elementor-element elementor-element-3f84a5d elementor-widget elementor-widget-text-editor\" data-id=\"3f84a5d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>TensorFlow is a free and open-source software library for <strong><a href=\"https:\/\/icaninfotech.com\/ai-ml-development\/\">machine learning and artificial intelligence<\/a>.<\/strong> It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba38dfe align-left elementor-widget elementor-widget-mae-headings\" data-id=\"ba38dfe\" data-element_type=\"widget\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \t        <h2 class=\"main-heading\" data-splitting>Different domains of application for AI and ML using TensorFlow.js.<\/h2>\n\t        \n\t        \n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-b88a6b0 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"b88a6b0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18154c5\" data-id=\"18154c5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-f5c0eea elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"f5c0eea\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6445c11\" data-id=\"6445c11\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30da4b4 animated-fast icon-accent align-left icon-position-top hover-effect-default elementor-invisible elementor-widget elementor-widget-mae-icon-box\" data-id=\"30da4b4\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"mae-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"bg-hover\"><\/div>\n        <div class=\"master-icon-box\" >       \n            \n            <div class=\"icon-wrap\"><div class=\"master-icon icon-image\"><img decoding=\"async\" alt=\"icon\" src=\"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Vision-7.png\" loading=\"lazy\" \/><\/div><h3 class=\"headline-2\">Vision<\/h3><\/div>            \n            <div class=\"text-wrap\">\n                <h3 class=\"headline-2\">Vision<\/h3><div class=\"desc\"><a href=\"https:\/\/icaninfotech.com\/ai-ml-development\/\" target=\"_blank\" rel=\"noopener\"><\/a> Analyze features in images and videos. Unlock new real-time experiences in the browser.<\/div>            <\/div>\n        <\/div>\n\n        \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2e5594f\" data-id=\"2e5594f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-252f847 animated-fast icon-accent align-left icon-position-top hover-effect-default elementor-invisible elementor-widget elementor-widget-mae-icon-box\" data-id=\"252f847\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"mae-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"bg-hover\"><\/div>\n        <div class=\"master-icon-box\" >       \n            \n            <div class=\"icon-wrap\"><div class=\"master-icon icon-image\"><img decoding=\"async\" alt=\"icon\" src=\"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Body.png\" loading=\"lazy\" \/><\/div><h3 class=\"headline-2\">Body<\/h3><\/div>            \n            <div class=\"text-wrap\">\n                <h3 class=\"headline-2\">Body<\/h3><div class=\"desc\">Detect key points and poses on the face, hands, and body with models from MediaPipe and beyond, optimized for JavaScript and Node.js.<\/div>            <\/div>\n        <\/div>\n\n        \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-6365118 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"6365118\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5efedd5\" data-id=\"5efedd5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-489074e animated-fast icon-accent align-left icon-position-top hover-effect-default elementor-invisible elementor-widget elementor-widget-mae-icon-box\" data-id=\"489074e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"mae-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"bg-hover\"><\/div>\n        <div class=\"master-icon-box\" >       \n            \n            <div class=\"icon-wrap\"><div class=\"master-icon icon-image\"><img decoding=\"async\" alt=\"icon\" src=\"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/NLP-1.png\" loading=\"lazy\" \/><\/div><h3 class=\"headline-2\">Text<\/h3><\/div>            \n            <div class=\"text-wrap\">\n                <h3 class=\"headline-2\">Text<\/h3><div class=\"desc\">Enable NLP in your web app using the power of BERT and other Transformer encoder architectures.<\/div>            <\/div>\n        <\/div>\n\n        \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d07c738\" data-id=\"d07c738\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2666f43 animated-fast icon-accent align-left icon-position-top hover-effect-default elementor-invisible elementor-widget elementor-widget-mae-icon-box\" data-id=\"2666f43\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"mae-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"bg-hover\"><\/div>\n        <div class=\"master-icon-box\" >       \n            \n            <div class=\"icon-wrap\"><div class=\"master-icon icon-image\"><img decoding=\"async\" alt=\"icon\" src=\"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Audio-.png\" loading=\"lazy\" \/><\/div><h3 class=\"headline-2\">Audio<\/h3><\/div>            \n            <div class=\"text-wrap\">\n                <h3 class=\"headline-2\">Audio<\/h3><div class=\"desc\"><p><a href=\"https:\/\/icaninfotech.com\/mobile-application-development\/\" target=\"_blank\" rel=\"noopener\"><strong><\/strong><\/a> Classify audio to detect sounds and trigger an action in your web app.<\/p><\/div>            <\/div>\n        <\/div>\n\n        \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-86488f6 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"86488f6\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f859db8\" data-id=\"f859db8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-69c2082 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"69c2082\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-a577326\" data-id=\"a577326\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-313dbdf align-left elementor-widget elementor-widget-mae-headings\" data-id=\"313dbdf\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\">TensorFlow: Developed by Google, TensorFlow is one of the most widely used open-source AI frameworks. It provides comprehensive support for building and deploying machine learning models across various platforms and devices.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-095dda8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"095dda8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d01c988\" data-id=\"d01c988\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6da1718 elementor-widget elementor-widget-heading\" data-id=\"6da1718\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h4 class=\"elementor-heading-title elementor-size-default\">Libraries<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-6cdb01a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cdb01a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4721103\" data-id=\"4721103\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0517de align-left elementor-widget elementor-widget-mae-headings\" data-id=\"a0517de\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow:<\/strong>  Developed by Google, TensorFlow is one of the most widely used open-source AI frameworks. It provides comprehensive support for building and deploying machine learning models across various platforms and devices.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-13ddd33 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"13ddd33\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-dc512f2\" data-id=\"dc512f2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d676c03 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"d676c03\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Hub:<\/strong>  A library for reusable machine learning. Download and reuse the latest trained models with a minimal amount of code.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-490e0dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"490e0dc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e4ac90f\" data-id=\"e4ac90f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3465f73 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"3465f73\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Model Optimization:<\/strong>  The TensorFlow Model Optimization Toolkit is a suite of tools for optimizing ML models for deployment and execution.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-d143c19 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d143c19\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72d245b\" data-id=\"72d245b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8b348c5 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"8b348c5\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Recommenders:<\/strong>  A library for building recommender system models.\nLattice - A library for flexible, controlled and interpretable ML solutions with common-sense shape constraints.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a9b8ab2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a9b8ab2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4cca584\" data-id=\"4cca584\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7cd34f3 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"7cd34f3\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Graphics:<\/strong>  A library of computer graphics functionalities ranging from cameras, lights, and materials to renderers.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-69fcfba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69fcfba\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-05112e7\" data-id=\"05112e7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-304dc2b align-left elementor-widget elementor-widget-mae-headings\" data-id=\"304dc2b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Federated:<\/strong>  An open source framework for machine learning and other computations on decentralized data.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-055c3c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"055c3c6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4c63a22\" data-id=\"4c63a22\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d55b00 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"4d55b00\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Probability:<\/strong>  TensorFlow Probability is a library for probabilistic reasoning and statistical analysis.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-0b6e710 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0b6e710\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c08356b\" data-id=\"c08356b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-acf3c0c align-left elementor-widget elementor-widget-mae-headings\" data-id=\"acf3c0c\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Tensor2Tensor:<\/strong>  Tensor2Tensor is a library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-9726518 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9726518\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0335125\" data-id=\"0335125\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78b80bd align-left elementor-widget elementor-widget-mae-headings\" data-id=\"78b80bd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Privacy:<\/strong>  A Python library that includes implementations of TensorFlow optimizers for training machine learning models with differential privacy.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-0ec925b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ec925b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fe11d8d\" data-id=\"fe11d8d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3452778 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"3452778\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Agents:<\/strong>  A library for reinforcement learning in TensorFlow.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-bad6a32 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bad6a32\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8b38594\" data-id=\"8b38594\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45ec10e align-left elementor-widget elementor-widget-mae-headings\" data-id=\"45ec10e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Dopamine\u00a0:<\/strong> A research framework for fast prototyping of reinforcement learning algorithms.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-7ffe6ab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ffe6ab\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-149511d\" data-id=\"149511d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b47f95b align-left elementor-widget elementor-widget-mae-headings\" data-id=\"b47f95b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TRFL:<\/strong>  TRFL (pronounced \u201ctruffle\u201d) is a library for reinforcement learning building blocks created by DeepMind.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-2127915 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2127915\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f42521d\" data-id=\"f42521d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4fe7ee align-left elementor-widget elementor-widget-mae-headings\" data-id=\"a4fe7ee\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Mesh TensorFlow:<\/strong>  A language for distributed deep learning, capable of specifying a broad class of distributed tensor computations.\n<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-aac320f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aac320f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e9bebb3\" data-id=\"e9bebb3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b5b89fe align-left elementor-widget elementor-widget-mae-headings\" data-id=\"b5b89fe\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>RaggedTensors:<\/strong>  Makes it easy to store and manipulate data with non-uniform shape, including text (words, sentences, characters), and batches of variable length.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-20ed0e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"20ed0e3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8d07735\" data-id=\"8d07735\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f937f6a align-left elementor-widget elementor-widget-mae-headings\" data-id=\"f937f6a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Unicode Ops:<\/strong>  Supports working with Unicode text directly in TensorFlow.\n<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-3b6fe75 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3b6fe75\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cf6ff7\" data-id=\"7cf6ff7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8544d78 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"8544d78\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Ranking:<\/strong>  TensorFlow Ranking is a library for Learning-to-Rank (LTR) techniques on the TensorFlow platform.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-526366e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"526366e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24f7ad0\" data-id=\"24f7ad0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2eeab2b align-left elementor-widget elementor-widget-mae-headings\" data-id=\"2eeab2b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Magenta:<\/strong>  Magenta is a research project exploring the role of machine learning in the process of creating art and music.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-f1b638d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f1b638d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cc49b39\" data-id=\"cc49b39\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bfc9150 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"bfc9150\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Nucleus:<\/strong>  Nucleus is a library of Python and C++ code designed to make it easy to read, write and analyze data in common genomics file formats like SAM and VCF.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-cec1cb9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cec1cb9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-508e854\" data-id=\"508e854\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-343e335 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"343e335\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Sonnet:<\/strong>  A library from DeepMind for constructing neural networks.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-66a4f25 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66a4f25\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-deabe1c\" data-id=\"deabe1c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2efb0f2 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"2efb0f2\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong> Neural Structured Learning:<\/strong>\nA learning framework to train neural networks by leveraging structured signals in addition to feature inputs.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-4a15e6b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a15e6b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a30dc5\" data-id=\"0a30dc5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d0ead32 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"d0ead32\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Addons:<\/strong>  Extra functionality for TensorFlow, maintained by SIG Addons.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-4c62060 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c62060\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-afad41e\" data-id=\"afad41e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d33537 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"5d33537\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow I\/O<\/strong>  Dataset, streaming, and file system extensions, maintained by SIG IO.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-9077538 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9077538\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-862bd7c\" data-id=\"862bd7c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c4990f align-left elementor-widget elementor-widget-mae-headings\" data-id=\"6c4990f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Quantum:<\/strong>  TensorFlow Quantum is a quantum machine learning library for rapid prototyping of hybrid quantum-classical ML models.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-581783e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"581783e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7488fef\" data-id=\"7488fef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bded82 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"3bded82\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Model Card Toolkit:<\/strong>  Streamline and generate Model Cards\u2014machine learning documents that provide context and transparency into a model's development and performance.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-47dfafe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47dfafe\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-546fe5c\" data-id=\"546fe5c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d34701 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"1d34701\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Model Remediation:<\/strong>  A library to help create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-d96387c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d96387c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f90a89\" data-id=\"0f90a89\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-69feb57 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"69feb57\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Fairness Indicators:<\/strong>  A library that enables easy computation of commonly-identified fairness metrics for binary and multiclass classifiers.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-22c1dad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"22c1dad\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b77df4e\" data-id=\"b77df4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d235808 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"d235808\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>Cloud:<\/strong>  TensorFlow Cloud is a library to connect your local environment to Google Cloud.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-46f3d99 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46f3d99\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d980e1b\" data-id=\"d980e1b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c60616 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"2c60616\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow Text:<\/strong>  A collection of text- and NLP-related classes and ops ready to use with TensorFlow 2.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-b725c98 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b725c98\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6193027\" data-id=\"6193027\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-65d6b36 align-left elementor-widget elementor-widget-mae-headings\" data-id=\"65d6b36\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"mae-headings.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"master-heading\">\n\t        \n\t        \n\t        \n\t        \t            <div class=\"sub-heading\"><strong>TensorFlow:<\/strong>  Developed by Google, TensorFlow is one of the most widely used open-source AI frameworks. It provides comprehensive support for building and deploying machine learning models across various platforms and devices.<\/div>\n\t        \t    <\/div>\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-17a9057 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"17a9057\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-726f495\" data-id=\"726f495\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d68168a elementor-widget elementor-widget-image\" data-id=\"d68168a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/icaninfotech.com\/contact-us\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Transforming-ideas-into-.png\" class=\"attachment-large size-large wp-image-48561\" alt=\"Transforming ideas into\" srcset=\"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Transforming-ideas-into-.png 800w, https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Transforming-ideas-into--300x150.png 300w, https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Transforming-ideas-into--768x384.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. Different domains of application for AI and ML using TensorFlow.js. Vision Vision Analyze features in images and videos. Unlock<\/p>\n","protected":false},"author":9,"featured_media":48536,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1050],"tags":[567,732,156],"class_list":["post-48492","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence-development","tag-artificial-intelligence-development-services","tag-artificialintelligence"],"aioseo_notices":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/icaninfotech.com\/wp-content\/uploads\/2023\/05\/Use-cases-of-AI-in-Software-jpg.webp","_links":{"self":[{"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/posts\/48492","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/comments?post=48492"}],"version-history":[{"count":0,"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/posts\/48492\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/media\/48536"}],"wp:attachment":[{"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/media?parent=48492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/categories?post=48492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icaninfotech.com\/wp-json\/wp\/v2\/tags?post=48492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}