{"id":2008,"date":"2025-10-14T16:17:16","date_gmt":"2025-10-14T16:17:16","guid":{"rendered":"https:\/\/hafizimtiaz.buet.ac.bd\/index.php\/tutorials\/"},"modified":"2025-10-29T13:20:46","modified_gmt":"2025-10-29T13:20:46","slug":"tutorials","status":"publish","type":"page","link":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/tutorials\/","title":{"rendered":"Tutorials"},"content":{"rendered":"\t\t
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Software Tools<\/h2>\r\n <\/div>\r\n \r\n \r\n \r\n \r\n

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Differentially-private Canonical Correlation Analysis<\/a><\/h3>\r\n
\r\n GitLab<\/span> <\/div>\r\n

An implementation of Canonical Correlation Analysis (CCA) that satisfies differential privacy.<\/p>\n<\/p>\r\n

\r\n Version <\/span>\r\n View Details \u00bb<\/a>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
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Differentially-private Orthogonal Tensor Decomposition<\/a><\/h3>\r\n
\r\n GitLab<\/span> <\/div>\r\n

An algorithm for performing Orthogonal Tensor Decomposition (OTD) while ensuring differential privacy.<\/p>\n<\/p>\r\n

\r\n Version <\/span>\r\n View Details \u00bb<\/a>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
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Non-negative Matrix Factorization with Outliers<\/a><\/h3>\r\n
\r\n GitLab<\/span> <\/div>\r\n

An algorithm for Non-negative Matrix Factorization (NMF) that is robust to outliers in the data.<\/p>\n<\/p>\r\n

\r\n Version <\/span>\r\n View Details \u00bb<\/a>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n
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Distributed Differentially-private PCA<\/a><\/h3>\r\n
\r\n GitHub<\/span> <\/div>\r\n

An implementation of a distributed, differentially private Principal Component Analysis algorithm.<\/p>\n<\/p>\r\n

\r\n Version <\/span>\r\n View Details \u00bb<\/a>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n <\/div>\r\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Software Tools Distributed Differentially-private PCA GitHub An implementation of a distributed, differentially private Principal Component Analysis algorithm. Version View Details \u00bb Non-negative Matrix Factorization with Outliers GitLab An algorithm for Non-negative Matrix Factorization (NMF) that is robust to outliers in the data. Version View Details \u00bb Differentially-private Orthogonal Tensor Decomposition GitLab An algorithm for performing […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2008","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/pages\/2008","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/comments?post=2008"}],"version-history":[{"count":12,"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/pages\/2008\/revisions"}],"predecessor-version":[{"id":2592,"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/pages\/2008\/revisions\/2592"}],"wp:attachment":[{"href":"http:\/\/hafizimtiaz.buet.ac.bd\/index.php\/wp-json\/wp\/v2\/media?parent=2008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}