{"id":1137,"date":"2026-07-24T17:05:34","date_gmt":"2026-07-24T17:05:34","guid":{"rendered":"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/"},"modified":"2026-07-24T19:58:17","modified_gmt":"2026-07-24T19:58:17","slug":"software","status":"publish","type":"page","link":"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/","title":{"rendered":"Software"},"content":{"rendered":"<div class=\"reading-column\" style=\"max-width:760px;margin-left:auto;margin-right:auto\">\n<p>Open-source implementations, interactive demos, and reproducibility materials from my research on Markov chain Monte Carlo methods.<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/flatironinstitute\/walnuts\"><b>WALNUTS<\/b><\/a><br \/>\nReference implementation of the Within-Orbit Adaptive Leapfrog No-U-Turn Sampler, maintained at the Flatiron Institute.<\/li>\n<li><a href=\"https:\/\/concept-collection.github.io\/walnuts-interactive\"><b>WALNUTS interactive demo<\/b><\/a><br \/>\nBrowser-based visualization of WALNUTS, by Jeremy Magland.<\/li>\n<li><a href=\"https:\/\/github.com\/nawafbourabee\/walnuts-split\"><b>NUTS vs WALNUTS animation<\/b><\/a><br \/>\nSplit-screen comparison of NUTS and WALNUTS on Neal&rsquo;s funnel.<\/li>\n<li><a href=\"https:\/\/github.com\/nawafbourabee\"><b>github.com\/nawafbourabee<\/b><\/a><br \/>\nAdditional code and reproducibility materials.<\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Open-source implementations, interactive demos, and reproducibility materials from my research on Markov chain Monte Carlo methods. WALNUTS Reference implementation of the Within-Orbit Adaptive Leapfrog No-U-Turn Sampler, maintained at the Flatiron &hellip; <a href=\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":2614,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1137","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Software - Nawaf Bou-Rabee<\/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:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Software - Nawaf Bou-Rabee\" \/>\n<meta property=\"og:description\" content=\"Open-source implementations, interactive demos, and reproducibility materials from my research on Markov chain Monte Carlo methods. WALNUTS Reference implementation of the Within-Orbit Adaptive Leapfrog No-U-Turn Sampler, maintained at the Flatiron &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/\" \/>\n<meta property=\"og:site_name\" content=\"Nawaf Bou-Rabee\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-24T19:58:17+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/\",\"url\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/\",\"name\":\"Software - Nawaf Bou-Rabee\",\"isPartOf\":{\"@id\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/#website\"},\"datePublished\":\"2026-07-24T17:05:34+00:00\",\"dateModified\":\"2026-07-24T19:58:17+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Software\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/#website\",\"url\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/\",\"name\":\"Nawaf Bou-Rabee\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Software - Nawaf Bou-Rabee","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sites.rutgers.edu\/nawaf-bou-rabee\/software\/","og_locale":"en_US","og_type":"article","og_title":"Software - Nawaf Bou-Rabee","og_description":"Open-source implementations, interactive demos, and reproducibility materials from my research on Markov chain Monte Carlo methods. 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