{"id":1306,"date":"2024-07-09T17:12:40","date_gmt":"2024-07-09T17:12:40","guid":{"rendered":"https:\/\/lamotbach.com\/?page_id=1306"},"modified":"2024-07-09T17:12:40","modified_gmt":"2024-07-09T17:12:40","slug":"swgr","status":"publish","type":"page","link":"https:\/\/lamotbach.com\/index.php\/swgr\/","title":{"rendered":"SWGR"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1306\" class=\"elementor elementor-1306\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b5edf52 e-flex e-con-boxed e-con\" data-id=\"b5edf52\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be4fce4 elementor-widget elementor-widget-heading\" data-id=\"be4fce4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.14.0 - 26-06-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">SWGR<\/h2>\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<div class=\"elementor-element elementor-element-0356c75 e-flex e-con-boxed e-con\" data-id=\"0356c75\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b3fe068 e-flex e-con-boxed e-con\" data-id=\"b3fe068\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd98b01 elementor-widget elementor-widget-heading\" data-id=\"fd98b01\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Stack u\u017cyty w projekcie:<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9bb7bf elementor-widget elementor-widget-image-gallery\" data-id=\"d9bb7bf\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.14.0 - 26-06-2023 *\/\n.elementor-image-gallery .gallery-item{display:inline-block;text-align:center;vertical-align:top;width:100%;max-width:100%;margin:0 auto}.elementor-image-gallery .gallery-item img{margin:0 auto}.elementor-image-gallery .gallery-item .gallery-caption{margin:0}.elementor-image-gallery figure img{display:block}.elementor-image-gallery figure figcaption{width:100%}.gallery-spacing-custom .elementor-image-gallery .gallery-icon{padding:0}@media (min-width:768px){.elementor-image-gallery .gallery-columns-2 .gallery-item{max-width:50%}.elementor-image-gallery .gallery-columns-3 .gallery-item{max-width:33.33%}.elementor-image-gallery .gallery-columns-4 .gallery-item{max-width:25%}.elementor-image-gallery .gallery-columns-5 .gallery-item{max-width:20%}.elementor-image-gallery .gallery-columns-6 .gallery-item{max-width:16.666%}.elementor-image-gallery .gallery-columns-7 .gallery-item{max-width:14.28%}.elementor-image-gallery .gallery-columns-8 .gallery-item{max-width:12.5%}.elementor-image-gallery .gallery-columns-9 .gallery-item{max-width:11.11%}.elementor-image-gallery .gallery-columns-10 .gallery-item{max-width:10%}}@media (min-width:480px) and (max-width:767px){.elementor-image-gallery .gallery.gallery-columns-2 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-3 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-4 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-5 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-6 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-7 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-8 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-9 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-10 .gallery-item{max-width:50%}}@media (max-width:479px){.elementor-image-gallery .gallery.gallery-columns-2 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-3 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-4 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-5 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-6 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-7 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-8 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-9 .gallery-item,.elementor-image-gallery .gallery.gallery-columns-10 .gallery-item{max-width:100%}}<\/style>\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-1306 gallery-columns-10 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"5848152fcef1014c0b5e4967\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODIsInVybCI6Imh0dHBzOlwvXC9sYW1vdGJhY2guY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wNVwvNTg0ODE1MmZjZWYxMDE0YzBiNWU0OTY3LTEucG5nIiwic2xpZGVzaG93IjoiZDliYjdiZiJ9\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-82\" srcset=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1-150x150.png 150w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1-300x300.png 300w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1-100x100.png 100w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1-400x400.png 400w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/5848152fcef1014c0b5e4967-1.png 514w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-82'>\n\t\t\t\tPython\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"beautifulsoup_logo\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTMxMCwidXJsIjoiaHR0cHM6XC9cL2xhbW90YmFjaC5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzA3XC9iZWF1dGlmdWxzb3VwX2xvZ28ucG5nIiwic2xpZGVzaG93IjoiZDliYjdiZiJ9\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/beautifulsoup_logo.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/beautifulsoup_logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-1310\" srcset=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/beautifulsoup_logo-150x150.png 150w, https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/beautifulsoup_logo-400x400.png 400w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1310'>\n\t\t\t\tBeautifulSoup\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon portrait'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"pandas_logo\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTMwOCwidXJsIjoiaHR0cHM6XC9cL2xhbW90YmFjaC5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzA3XC9wYW5kYXNfbG9nby5wbmciLCJzbGlkZXNob3ciOiJkOWJiN2JmIn0%3D\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/pandas_logo.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/pandas_logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-1308\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1308'>\n\t\t\t\tPandas\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"numpy_logo\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTMwOSwidXJsIjoiaHR0cHM6XC9cL2xhbW90YmFjaC5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzA3XC9udW1weV9sb2dvLnBuZyIsInNsaWRlc2hvdyI6ImQ5YmI3YmYifQ%3D%3D\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-1309\" srcset=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo-150x150.png 150w, https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo-300x300.png 300w, https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo-768x768.png 768w, https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo-400x400.png 400w, https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/numpy_logo.png 1001w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1309'>\n\t\t\t\tNumPy\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"tensorflow_logo\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTMwNywidXJsIjoiaHR0cHM6XC9cL2xhbW90YmFjaC5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzA3XC90ZW5zb3JmbG93X2xvZ28ucG5nIiwic2xpZGVzaG93IjoiZDliYjdiZiJ9\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/tensorflow_logo.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/tensorflow_logo-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-1307\" srcset=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/tensorflow_logo-150x150.png 150w, https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/tensorflow_logo.png 225w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1307'>\n\t\t\t\tTensorFlow\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"Git-Icon-1788C\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODYsInVybCI6Imh0dHBzOlwvXC9sYW1vdGJhY2guY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wNVwvR2l0LUljb24tMTc4OEMucG5nIiwic2xpZGVzaG93IjoiZDliYjdiZiJ9\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/Git-Icon-1788C.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/Git-Icon-1788C-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-86\" srcset=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/Git-Icon-1788C-150x150.png 150w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/Git-Icon-1788C-300x300.png 300w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/Git-Icon-1788C-100x100.png 100w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/Git-Icon-1788C.png 383w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-86'>\n\t\t\t\tGIT\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"d9bb7bf\" data-elementor-lightbox-title=\"25231\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTIsInVybCI6Imh0dHBzOlwvXC9sYW1vdGJhY2guY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wNVwvMjUyMzEucG5nIiwic2xpZGVzaG93IjoiZDliYjdiZiJ9\" href='https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231.png'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" aria-describedby=\"gallery-1-92\" srcset=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231-150x150.png 150w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231-300x300.png 300w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231-100x100.png 100w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231-400x400.png 400w, https:\/\/lamotbach.com\/wp-content\/uploads\/2023\/05\/25231.png 512w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-92'>\n\t\t\t\tGitHub\n\t\t\t\t<\/figcaption><\/figure>\n\t\t<\/div>\n\t\t<\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c60b728 e-flex e-con-boxed e-con\" data-id=\"c60b728\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-cd9bbb4 e-flex e-con-boxed e-con\" data-id=\"cd9bbb4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6e54641 e-con-full e-flex e-con\" data-id=\"6e54641\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8864ba5 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"8864ba5\" data-element_type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.14.0 - 26-06-2023 *\/\n.elementor-widget-image-carousel .swiper,.elementor-widget-image-carousel .swiper-container{position:static}.elementor-widget-image-carousel .swiper-container .swiper-slide figure,.elementor-widget-image-carousel .swiper .swiper-slide figure{line-height:inherit}.elementor-widget-image-carousel .swiper-slide{text-align:center}.elementor-image-carousel-wrapper:not(.swiper-container-initialized):not(.swiper-initialized) .swiper-slide{max-width:calc(100% \/ var(--e-image-carousel-slides-to-show, 3))}<\/style>\t\t<div class=\"elementor-image-carousel-wrapper swiper\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 2\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/swgr_screen-150x150.png\" alt=\"swgr_screen\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 2\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/lamotbach.com\/wp-content\/uploads\/2024\/07\/swgr_screen_2-150x150.png\" alt=\"swgr_screen_2\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff90103 e-con-full e-flex e-con\" data-id=\"ff90103\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb4407a elementor-widget elementor-widget-text-editor\" data-id=\"bb4407a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.14.0 - 26-06-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p class=\"western\" align=\"left\">Projekt wyceny samochod\u00f3w nowych i u\u017cywanych w oparciu o AI. W jego sk\u0142ad wchodzi scraper, skrypt data preparation, model oparty o regresj\u0119 liniow\u0105 oraz wygodny i \u0142atwy w u\u017cyciu GUI u\u017cytkownika. SWGR pozwala na b\u0142yskawiczne uzyskanie wyceny samochodu, podaj\u0105c jedynie link do interesuj\u0105cego nas og\u0142oszenia.<\/p><p class=\"western\" align=\"left\">SWGR zosta\u0142 napisany w Pythonie. Sk\u0142ada si\u0119 ze scrapera, skryptu data preparation, modelu uczenia maszynowego oraz GUI ko\u0144cowego u\u017cytkownika.<\/p><p class=\"western\" align=\"left\">Scraper zbudowany zosta\u0142 przy u\u017cyciu BeautifulSoup 4. Zbiera on dane treningowe do uczenia modelu, jak r\u00f3wnie\u017c pobiera informacje z og\u0142oszenia na potrzeby dokonania wyceny.<\/p><p class=\"western\" align=\"left\">Data preparation surowych danych, na potrzeby uczenia modelu, odbywa si\u0119 przy u\u017cyciu popularnej biblioteki Pandas.<\/p><p class=\"western\" align=\"left\">Model uczenia maszynowego stworzony jest za pomoc\u0105 biblioteki TensorFlow.<\/p><p class=\"western\" align=\"left\">GUI ko\u0144cowego u\u017cytkownika zosta\u0142 stworzony przy pomocy, wbudowanej biblioteki Tkinter. Jest on prosty i \u0142atwy w u\u017cyciu. Pozwala on na uzyskanie szybkiej wyceny, podaj\u0105c jedynie link do interesuj\u0105cego nas og\u0142oszenia.<\/p><p class=\"western\" align=\"left\">Obecne, projekt dzia\u0142a z najpopularniejszym na Polskim rynku, serwisem otomoto.pl. W planach dalszego rozwoju jest rozbudowanie funkcjonalno\u015bci o inne \u017ar\u00f3d\u0142a. Jak r\u00f3wnie\u017c dodanie funkcjonalno\u015bci dla u\u017cytkownika ko\u0144cowego oraz zwi\u0119kszenie precyzji modelu.<\/p>\t\t\t\t\t\t<\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0d98c08 e-flex e-con-boxed e-con\" data-id=\"0d98c08\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5554065 e-flex e-con-boxed e-con\" data-id=\"5554065\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-34072ff e-flex e-con-boxed e-con\" data-id=\"34072ff\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f2bf8a2 e-con-full e-flex e-con\" data-id=\"f2bf8a2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4149ed elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"d4149ed\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/lamotbach.com\/wp-content\/plugins\/elementor\/assets\/css\/widget-icon-box.min.css\">\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a class=\"elementor-icon elementor-animation-\" href=\"https:\/\/github.com\/GLamotBach\/SWGR\" target=\"_blank\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-github\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"https:\/\/github.com\/GLamotBach\/SWGR\" target=\"_blank\" >\n\t\t\t\t\t\tRepozytorium\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tZobacz repozytorium GitHub projektu SWGR\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0357618 e-con-full e-flex e-con\" data-id=\"0357618\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7026db0 e-con-full e-flex e-con\" data-id=\"7026db0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a39f18 elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"7a39f18\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a class=\"elementor-icon elementor-animation-\" href=\"https:\/\/lamotbach.com\/index.php\/d-roll\/\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-forward\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"https:\/\/lamotbach.com\/index.php\/d-roll\/\" >\n\t\t\t\t\t\tD-Roll\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tZobacz m\u00f3j kolejny projekt.\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\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\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\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>SWGR Stack u\u017cyty w projekcie: Python BeautifulSoup Pandas NumPy TensorFlow GIT GitHub Projekt wyceny samochod\u00f3w nowych i u\u017cywanych w oparciu o AI. W jego sk\u0142ad wchodzi scraper, skrypt data preparation, model oparty o regresj\u0119 liniow\u0105 oraz wygodny i \u0142atwy w u\u017cyciu GUI u\u017cytkownika. SWGR pozwala na b\u0142yskawiczne uzyskanie wyceny samochodu, podaj\u0105c jedynie link do interesuj\u0105cego nas og\u0142oszenia. SWGR zosta\u0142 napisany w Pythonie. Sk\u0142ada si\u0119 ze scrapera, skryptu data preparation, modelu uczenia maszynowego oraz GUI ko\u0144cowego u\u017cytkownika. Scraper zbudowany zosta\u0142 przy u\u017cyciu BeautifulSoup 4. Zbiera on dane treningowe do uczenia modelu, jak r\u00f3wnie\u017c pobiera informacje z og\u0142oszenia na potrzeby dokonania wyceny.\u2026<\/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-1306","page","type-page","status-publish","hentry"],"blocksy_meta":{"page_title_panel":"","has_hero_section":"disabled","44aba6825f3f695b34ff7f5938af02e4":"","hero_section":"type-1","hero_elements":[{"id":"custom_title","enabled":true,"heading_tag":"h1","title":"Home"},{"id":"custom_description","enabled":true,"description_visibility":{"desktop":true,"tablet":true,"mobile":false}},{"id":"custom_meta","enabled":false,"meta_elements":[{"id":"author","enabled":true,"label":"By","has_author_avatar":"yes","avatar_size":25},{"id":"post_date","enabled":true,"label":"On","date_format_source":"default","date_format":"M j, 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