{"id":29739,"date":"2023-08-04T11:42:53","date_gmt":"2023-08-04T09:42:53","guid":{"rendered":"https:\/\/www.risc-software.at\/catabra\/"},"modified":"2026-03-10T14:22:35","modified_gmt":"2026-03-10T13:22:35","slug":"catabra","status":"publish","type":"page","link":"https:\/\/www.risc-software.at\/en\/catabra\/","title":{"rendered":"CaTabRa"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Analyze and validate data automatically and use it to train machine learning models<\/h3>\n\n<p class=\"has-medium-font-size\">CaTabRa is a versatile platform for the secure, local analysis and visualization of data. It was developed to support a wide range of industries in the efficient use and evaluation of their data. <\/p>\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"CaTabRa - Daten automatisiert analysieren, validieren und damit Machine Learning Modelle trainieren.\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/6pNnsRxNpLo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Today, companies and private individuals collect data in almost all areas of life &#8211; when shopping online, in fitness apps or in production processes. This information is usually used to make automatic predictions. Typical questions are, for example:  <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Which target groups should my product be suggested to?<\/li>\n\n\n\n<li>What weight loss can I expect if I run one lap a day?<\/li>\n\n\n\n<li>When do I need to replace wearing parts to reduce downtimes?<\/li>\n<\/ul>\n\n\n\n<p>Complex analyses and technical expertise are required to make such predictions possible. However, not every project can afford this effort. <\/p>\n\n\n\n<p>This is where CaTabRa comes in. The platform is an open source tool that automates steps in the analysis of tabular data and supports prediction models. This benefits both domain experts without in-depth technical knowledge and data scientists who want to work more efficiently with data.  <\/p>\n\n\n\n<p>With CaTabRa, statistical evaluations, the training of machine learning models, the explanation of model decisions and the validation of input data are done with little effort.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-constrained wp-block-column-is-layout-constrained\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"367\" sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/AdobeStock_561407751-1024x367.jpg\" alt=\"Analytics\" class=\"wp-image-2181\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/AdobeStock_561407751-1024x367.jpg 1024w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/AdobeStock_561407751-300x108.jpg 300w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/AdobeStock_561407751-768x276.jpg 768w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/AdobeStock_561407751-1536x551.jpg 1536w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/AdobeStock_561407751.jpg 1920w\" \/><\/figure>\n<\/div>\n<\/div>\n<div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Advantages of using CaTabRa<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\"><div data-aos=\"fade-up\"  data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\" class=\"icon-box is-style-outline-blue\">\n  <div class=\"icon-overlay\">\n          <picture>\n        \n        \n        \n        \n        <img decoding=\"async\"  class=\"\" width=\"44\" height=\"44\"\n             src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/chart-area-solid.png\"\n             alt=\"\">\n      <\/picture>\n      <\/div>\n  \n\n<p>Users quickly gain insights and can immediately decide whether the use of machine learning is worthwhile.<\/p>\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\"><div data-aos=\"fade-up\"  data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\" class=\"icon-box is-style-outline-blue\">\n  <div class=\"icon-overlay\">\n          <picture>\n        \n        \n        \n        \n        <img decoding=\"async\"  class=\"\" width=\"44\" height=\"44\"\n             src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/circles-solid.png\"\n             alt=\"\">\n      <\/picture>\n      <\/div>\n  \n\n<p>The generated diagrams can be used in publications without any post-processing.<\/p>\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div data-aos=\"fade-up\"  data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\" class=\"icon-box is-style-outline-blue\">\n  <div class=\"icon-overlay\">\n          <picture>\n        \n        \n        \n        \n        <img decoding=\"async\"  class=\"\" width=\"44\" height=\"44\"\n             src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/laptop-code-solid.png\"\n             alt=\"\">\n      <\/picture>\n      <\/div>\n  \n\n<p>In contrast to cloud solutions, sensitive data remains protected because everything happens locally.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\"><div data-aos=\"fade-up\"  data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\" class=\"icon-box is-style-outline-blue\">\n  <div class=\"icon-overlay\">\n          <picture>\n        \n        \n        \n        \n        <img decoding=\"async\"  class=\"\" width=\"44\" height=\"44\"\n             src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/screwdriver-wrench-solid.png\"\n             alt=\"\">\n      <\/picture>\n      <\/div>\n  \n\n<p>Users can easily expand CaTabRa with their own methods. At the same time, many out-of-the-box configurations are available. <\/p>\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\"><div data-aos=\"fade-up\"  data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\" class=\"icon-box is-style-outline-blue\">\n  <div class=\"icon-overlay\">\n          <picture>\n        \n        \n        \n        \n        <img decoding=\"async\"  class=\"\" width=\"44\" height=\"44\"\n             src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/file-import-solid.png\"\n             alt=\"\">\n      <\/picture>\n      <\/div>\n  \n\n<p>Developers can also use the features directly in the code via programming interfaces, including methods for data preparation.<\/p>\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div data-aos=\"fade-up\"  data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\" class=\"icon-box is-style-outline-blue\">\n  <div class=\"icon-overlay\">\n          <picture>\n        \n        \n        \n        \n        <img decoding=\"async\"  class=\"\" width=\"44\" height=\"44\"\n             src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/github.png\"\n             alt=\"\">\n      <\/picture>\n      <\/div>\n  \n\n<p>If you want to try out CaTabRa, you can <a href=\"https:\/\/github.com\/risc-mi\/catabra\" target=\"_blank\" rel=\"noreferrer noopener\">find it on GitHub<\/a>.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h3 class=\"wp-block-heading\">Get in touch with us<\/h3>\n\n\n\n<div class=\"wp-block-contact-form-7-contact-form-selector\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f663-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"663\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/29739#wpcf7-f663-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"663\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f663-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<div class=\"form-row\">\n\t<div class=\"form-input\">\n\t\t<p><label 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type=\"submit\" value=\"Senden\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Contact person<\/h3>\n\n\n<div class=\"contact-person\">\n      <picture>\n      \n      \n      \n      \n      <img decoding=\"async\" data-aos=\"fade-zoom-in\"\n           data-aos-offset=\"0\" class=\"w-full\" width=\"212\" height=\"293\"\n           src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/08\/mgietzl1-Background-Removed.png\"\n           alt=\"\">\n    <\/picture>\n    \n\n<h5 class=\"wp-block-heading\">Dr. Michael Giretzlehner<\/h5>\n\n\n\n<p>Head of Research Unit Medical Informatics<\/p>\n\n      <div class=\"contact mt-3\">\n              <div>Phone: <a href=\"tel:+43723693028-401\">+43 7236 93028-401<\/a><\/div>\n                    <div>E-Mail: <a href=\"mailto:michael.giretzlehner@risc-software.at\">michael.giretzlehner@risc-software.at<\/a><\/div>\n          <\/div>\n  <\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 class=\"wp-block-heading\">Read more<\/h3>\n<div class=\"posts-slider-block\" data-aos=\"fade-up\" data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\">\n        <section class=\"splide posts-slider\" aria-label=\"Gallery Slides\">\n            <div class=\"splide__arrows\">\n                <button class=\"splide__arrow splide__arrow--prev\">\n                    <span class=\"sr-only\">Previous<\/span>\n                    <img decoding=\"async\" loading=\"lazy\" width=\"25\" height=\"21\" src=\"https:\/\/www.risc-software.at\/app\/themes\/risc-theme\/public\/images\/icon-arrow.35d2ec.svg\"\n                         alt=\"Previous\">\n                <\/button>\n 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                               <img decoding=\"async\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/2023-05-04-Fachbeitrag_CaTabRa-Grafik-360x214.png\"\n                                                 alt=\"Abra CaTabRa: Analyze and validate data automatically and use it to train machine learning models\">\n                                        <\/picture>\n                                                                    <\/div>\n                                <div class=\"blog-content px-2 py-3 xl:px-4 xl:py-5\">\n                                    <h3>Abra CaTabRa: Analyze and validate data automatically and use it to train machine learning models<\/h3>\n                                    <div class=\"blog-post-excerpt mt-2\">\n                                        Data is collected in order to make predictions: Which target groups should my product be suggested to? What weight loss can I expect if I run every day? When do I need to replace the wearing parts on my machines to minimize downtimes?\n                                    <\/div>\n                                    <span class=\"inline-block mt-2 more\">mehr erfahren <span class=\"ml-1 icon-more\"><\/span><\/span>\n\n                                <\/div>\n                            <\/a>\n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/section>\n    <\/div>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Analyze and validate data automatically and use it to train machine learning models.<\/p>\n","protected":false},"author":2,"featured_media":2182,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-29739","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/pages\/29739","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/comments?post=29739"}],"version-history":[{"count":3,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/pages\/29739\/revisions"}],"predecessor-version":[{"id":35874,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/pages\/29739\/revisions\/35874"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/media\/2182"}],"wp:attachment":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/media?parent=29739"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}