{"id":162,"date":"2022-09-13T12:57:00","date_gmt":"2022-09-13T11:57:00","guid":{"rendered":"http:\/\/en.jingcs.ml\/?p=162"},"modified":"2022-10-21T22:49:32","modified_gmt":"2022-10-21T21:49:32","slug":"pytorchbayesian-inference-neural-network-in-mortality","status":"publish","type":"post","link":"https:\/\/jingcs.com\/index.php\/pytorchbayesian-inference-neural-network-in-mortality\/","title":{"rendered":"[Pytorch] Bayesian Inference Neural Network in Mortality"},"content":{"rendered":"\n<p>Bayesian Neural Networks (B-MLP, B-LSTM)<\/p>\n\n\n\n<p>Dissertation summer project<\/p>\n\n\n\n<p><strong>Keywords:\u00a0<\/strong>Bayesian Neural Network, Mortality Prediction, MLP, LSTM, VAE, Stochastic Variational Inference<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN1.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN2.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN3.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN4.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN5.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN6.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN7.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN8.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN9.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN10.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN11.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN12.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN13.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN14.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN15.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN16.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN17.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN18.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN19.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN20.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN21.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN22.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN23.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN24.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN25.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN26.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN27.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN28.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN29.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/cdn.jsdelivr.net\/gh\/jingcs\/picDB\/Tech\/projects\/bnnICU\/BNN30.jpeg\" alt=\"\"\/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Bayesian Neural Networks (B-MLP, B-LSTM)Keywords:\u00a0Bayesian Neural Network, Mortality Prediction, MLP, LSTM, VAE, Stochastic Variational Inference<\/p>\n","protected":false},"author":1,"featured_media":163,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[34,28],"tags":[54,55,56,57,58],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.10 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Pytorch] Bayesian Inference Neural Network in Mortality - Jingyu\u2018s Blog<\/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:\/\/jingcs.com\/index.php\/pytorchbayesian-inference-neural-network-in-mortality\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" 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