{"id":1634,"date":"2026-05-26T13:59:00","date_gmt":"2026-05-26T16:59:00","guid":{"rendered":"https:\/\/www.ufpb.br\/inova\/?post_type=patente&#038;p=1634"},"modified":"2026-06-02T14:20:25","modified_gmt":"2026-06-02T17:20:25","slug":"anfis-toolbox","status":"publish","type":"patente","link":"https:\/\/www.ufpb.br\/inova\/patente\/anfis-toolbox\/","title":{"rendered":"ANFIS-Toolbox"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">O ANFIS-Toolbox \u00e9 uma biblioteca de c\u00f3digo aberto que implementa o modelo ANFIS (Adaptive Neuro-Fuzzy Inference System). Ele une a transpar\u00eancia da L\u00f3gica Fuzzy (baseada em regras humanas) com o poder de aprendizado das Redes Neurais. \u00c9 o primeiro pacote nativo em Python projetado com uma API totalmente compat\u00edvel com o scikit-learn, permitindo integra\u00e7\u00e3o imediata com ferramentas industriais de Ci\u00eancia de Dados. Oferece suporte a diversas fam\u00edlias de fun\u00e7\u00f5es de pertin\u00eancia e m\u00faltiplos m\u00e9todos de treinamento, incluindo o algoritmo h\u00edbrido cl\u00e1ssico e otimizadores modernos como Adam, RMSProp e PSO (Particle Swarm Optimization). Estruturado de forma modular e extens\u00edvel, facilitando a inclus\u00e3o de novas l\u00f3gicas de infer\u00eancia por pesquisadores e desenvolvedores.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"514\" height=\"408\" src=\"https:\/\/www.ufpb.br\/inova\/wp-content\/uploads\/sites\/79\/sites\/285\/2026\/06\/image.png\" alt=\"\" class=\"wp-image-1636\" srcset=\"https:\/\/www.ufpb.br\/inova\/wp-content\/uploads\/sites\/79\/sites\/285\/2026\/06\/image.png 514w, https:\/\/www.ufpb.br\/inova\/wp-content\/uploads\/sites\/79\/sites\/285\/2026\/06\/image-300x238.png 300w\" sizes=\"auto, (max-width: 514px) 100vw, 514px\" \/><\/figure>\n<\/div>\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>Modalidade:<\/summary>\n<p class=\"wp-block-paragraph\">Programa de computador\/software<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>Dep\u00f3sito:<\/summary>\n<p class=\"wp-block-paragraph\">26\/05\/2026<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>Data da cria\u00e7\u00e3o:<\/summary>\n<p class=\"wp-block-paragraph\">24\/10\/2025<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>Transfer\u00eancia tecnol\u00f3gica:<\/summary>\n<p class=\"wp-block-paragraph\">inova@reitoria.ufpb.br<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>Not\u00edcia relacionada:<\/summary>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.instagram.com\/p\/DXcupw4CSsa\/?img_index=1\" data-type=\"link\" data-id=\"https:\/\/www.instagram.com\/p\/DXcupw4CSsa\/?img_index=1\">ANFIS-Toolbox<\/a><\/p>\n<\/details>\n","protected":false},"excerpt":{"rendered":"<p>O ANFIS-Toolbox \u00e9 uma biblioteca de c\u00f3digo aberto que implementa o modelo ANFIS (Adaptive Neuro-Fuzzy [&hellip;]<\/p>\n","protected":false},"featured_media":1636,"template":"","meta":{"footnotes":""},"patente_type":[18,20,24],"class_list":["post-1634","patente","type-patente","status-publish","has-post-thumbnail","hentry","patente_type-educacao","patente_type-gestao","patente_type-ti"],"_links":{"self":[{"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/patente\/1634","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/patente"}],"about":[{"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/types\/patente"}],"version-history":[{"count":1,"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/patente\/1634\/revisions"}],"predecessor-version":[{"id":1637,"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/patente\/1634\/revisions\/1637"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/media\/1636"}],"wp:attachment":[{"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/media?parent=1634"}],"wp:term":[{"taxonomy":"patente_type","embeddable":true,"href":"https:\/\/www.ufpb.br\/inova\/wp-json\/wp\/v2\/patente_type?post=1634"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}