GitHub hesab\u0131<\/li>\n<\/ul>\nAd\u0131m 1: Bento Olu\u015fturma<\/h2>\n
\u00d6ncelikle, BentoML kullanarak bir Bento olu\u015fturman\u0131z gerekiyor. Bu i\u015flem, modelinizi ve ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 paketleyerek Bento’yu olu\u015fturmay\u0131 i\u00e7erir. Daha sonra, Bento’yu GitHub Sayfalar\u0131na da\u011f\u0131tabilirsiniz.<\/p>\n
\u0130\u015fte Bento olu\u015fturma \u00f6rnek bir kodu:<\/p>\n
“`python
\nimport bentoml<\/p>\n
@bentoml.env(infer_pip_packages=[“scikit-learn”, “pandas”])
\n@bentoml.api(input=”text”, output=”text”)
\nclass MyModel(bentoml.BentoService):
\n @bentoml.Runnable
\n def predict(self, text: str) -> str:
\n # Modelinizi kullanarak tahmin yap\u0131n
\n prediction = “Tahmin: ” + text
\n return prediction<\/p>\n
# Bento’yu kaydedin
\nbentoml.build(
\n MyModel(),
\n # Bento i\u00e7in bir isim se\u00e7in
\n name=”my-model”,
\n # Bento’nun versiyonunu belirleyin
\n version=”1.0.0″,
\n)
\n“`<\/p>\n
Bu kodda, “MyModel” ad\u0131nda bir Bento olu\u015fturulur ve “scikit-learn” ve “pandas” gibi ba\u011f\u0131ml\u0131l\u0131klar\u0131 i\u00e7erir. “predict” fonksiyonu, modelin kullan\u0131labilece\u011fi bir API tan\u0131mlar. Son olarak, Bento, “my-model” ad\u0131 ve “1.0.0” versiyonu ile kaydedilir. <\/p>\n
Ad\u0131m 2: GitHub Deposu Olu\u015fturma<\/h2>\n
Bento’nuzu da\u011f\u0131tmak i\u00e7in bir GitHub deposu olu\u015fturman\u0131z gerekir. Depo, Bento’nuz ve GitHub Sayfalar\u0131n\u0131 yap\u0131land\u0131rmak i\u00e7in gerekli dosyalar\u0131 i\u00e7erecektir. <\/p>\n
\u0130\u015fte GitHub deposu olu\u015fturma ad\u0131mlar\u0131:<\/p>\n
\n- GitHub hesab\u0131n\u0131za giri\u015f yap\u0131n.<\/li>\n
- Yeni bir depo olu\u015fturun.<\/li>\n
- Depoya “bentoml.yml” ad\u0131nda bir dosya olu\u015fturun.<\/li>\n
- “bentoml.yml” dosyas\u0131na a\u015fa\u011f\u0131daki i\u00e7eri\u011fi ekleyin:<\/li>\n<\/ol>\n
“`yaml
\nname: my-model
\nversion: 1.0.0
\nbento_bundle: my-model-1.0.0.bento
\n“`<\/p>\n
“name” ve “version” de\u011ferlerini olu\u015fturdu\u011funuz Bento’nun ismi ve versiyonu ile de\u011fi\u015ftirin. “bento_bundle” de\u011ferini Bento’nun dosya ad\u0131 ile de\u011fi\u015ftirin.<\/p>\n
Ad\u0131m 3: GitHub Sayfalar\u0131 Yap\u0131land\u0131rmas\u0131<\/h2>\n
GitHub Sayfalar\u0131, GitHub depolar\u0131n\u0131z\u0131 kullanarak statik web siteleri olu\u015fturman\u0131za olanak tan\u0131r. Bento’nuzu GitHub Sayfalar\u0131na da\u011f\u0131tmak i\u00e7in, depoya baz\u0131 yap\u0131land\u0131rma dosyalar\u0131 eklemeniz gerekir. <\/p>\n
\u0130\u015fte GitHub Sayfalar\u0131 i\u00e7in yap\u0131land\u0131rma dosyalar\u0131:<\/p>\n
\n- “index.html” ad\u0131nda bir dosya olu\u015fturun ve a\u015fa\u011f\u0131daki i\u00e7eri\u011fi ekleyin:<\/li>\n<\/ol>\n
“`html
\n
\n
\n
\nBentoML Model<\/title><br \/>\n<\/head><br \/>\n<body><br \/>\nBentoML Model<br \/>\n<\/body><br \/>\n<\/html><br \/>\n“`<\/p>\n<ol>\n<li>“_config.yml” ad\u0131nda bir dosya olu\u015fturun ve a\u015fa\u011f\u0131daki i\u00e7eri\u011fi ekleyin:<\/li>\n<\/ol>\n<p>“`yaml<br \/>\nremote_theme: pages-themes\/minimal<br \/>\nplugins:<br \/>\n – jekyll-redirect-from<br \/>\nredirect_from:<br \/>\n – \/<br \/>\n – \/index<br \/>\n“`<\/p>\n<p>“remote_theme” de\u011feri, GitHub Sayfalar\u0131 i\u00e7in bir tema belirtir. “plugins” de\u011feri, “jekyll-redirect-from” eklentisini tan\u0131mlar. “redirect_from” de\u011feri, farkl\u0131 URL’lerden siteye y\u00f6nlendirme yapar. <\/p>\n<h2>Ad\u0131m 4: Bento’yu Da\u011f\u0131tma<\/h2>\n<p>GitHub Sayfalar\u0131na da\u011f\u0131tmak i\u00e7in, Bento’nuzu GitHub deponuza eklemeniz gerekir. \u0130\u015fte Bento’yu da\u011f\u0131tma ad\u0131mlar\u0131:<\/p>\n<ol>\n<li>Bento dosyas\u0131n\u0131 (\u00f6rne\u011fin, “my-model-1.0.0.bento”) GitHub deponuzun k\u00f6k dizinine ekleyin.<\/li>\n<li>GitHub deponuzdaki “bentoml.yml”, “index.html” ve “_config.yml” dosyalar\u0131n\u0131 GitHub deponuza y\u00fckleyin.<\/li>\n<li>GitHub deposunun ayarlar\u0131nda, “GitHub Sayfalar\u0131” b\u00f6l\u00fcm\u00fcnde “ana dal” se\u00e7ene\u011fini belirleyin.<\/li>\n<li>GitHub Sayfalar\u0131 web sitesini yay\u0131nlay\u0131n.<\/li>\n<\/ol>\n<h2>Sonu\u00e7<\/h2>\n<p>Bu ad\u0131mlar\u0131 izleyerek, Bento’nuzu GitHub Sayfalar\u0131na da\u011f\u0131tabilir ve modelleri \u00e7evrimi\u00e7i olarak kullan\u0131labilir hale getirebilirsiniz. Bu, modelleri payla\u015fman\u0131n ve da\u011f\u0131tman\u0131n h\u0131zl\u0131 ve kolay bir yoludur. <\/p>\n<p>Bento’yu GitHub Sayfalar\u0131na da\u011f\u0131tmak, modellerinizi \u00e7evrimi\u00e7i olarak kullan\u0131labilir hale getirmenin basit bir yoludur. Bu i\u015flem, modellerinizi payla\u015fman\u0131n ve da\u011f\u0131tman\u0131n h\u0131zl\u0131 ve kolay bir yoludur. Daha fazla bilgi ve \u00f6rnek i\u00e7in <a href=\"https:\/\/dev.to\/komsenapati\/deploy-a-bento-to-github-pages-2b2d\">bu ba\u011flant\u0131y\u0131<\/a> ziyaret edebilirsiniz. <\/p>\n<p>BentoML hakk\u0131nda daha fazla bilgi edinmek i\u00e7in resmi web sitesini ziyaret edebilirsiniz: <a href=\"https:\/\/www.bentoml.org\/\">BentoML<\/a><\/p>\n<p>Daha fazla bilgi edinmek i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">web sitemi<\/a> ziyaret edebilirsiniz. <\/p>\n<p>#Etiketler<br \/>\nBento, GitHub, GitHub Sayfalar\u0131, ML, Makine \u00d6\u011frenmesi, Da\u011f\u0131t\u0131m, Model, Web sitesi, \u00c7evrimi\u00e7i, BentoML, Python, Jupyter Notebook, Scikit-learn, Pandas<\/p>\n","protected":false},"excerpt":{"rendered":"Bento’nuzu GitHub Sayfalar\u0131na Da\u011f\u0131tma Bento, ML modelleri i\u00e7in hafif ve ta\u015f\u0131nabilir bir da\u011f\u0131t\u0131m format\u0131d\u0131r. Bu sayede, modelleri kolayca…","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-3435","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bento'nuzu GitHub Sayfalar\u0131na Da\u011f\u0131tma<\/title>\n<meta name=\"description\" content=\"Bento, ML modelleri i\u00e7in hafif ve ta\u015f\u0131nabilir bir da\u011f\u0131t\u0131m format\u0131d\u0131r. Bu sayede, modelleri kolayca payla\u015fabilir, da\u011f\u0131tabilir ve \u00e7al\u0131\u015ft\u0131rabilirsiniz. Bento'yu GitHub Sayfalar\u0131na da\u011f\u0131tmak, modellerinizi \u00e7evrimi\u00e7i olarak kullan\u0131labilir hale getirmenin basit bir yoludur. Bu makalede, Bento'nuzu GitHub Sayfalar\u0131na da\u011f\u0131tmak i\u00e7in ad\u0131m ad\u0131m bir k\u0131lavuz sunaca\u011f\u0131m.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bento'nuzu GitHub Sayfalar\u0131na Da\u011f\u0131tma\" \/>\n<meta property=\"og:description\" content=\"Bento, ML modelleri i\u00e7in hafif ve ta\u015f\u0131nabilir bir da\u011f\u0131t\u0131m format\u0131d\u0131r. Bu sayede, modelleri kolayca payla\u015fabilir, da\u011f\u0131tabilir ve \u00e7al\u0131\u015ft\u0131rabilirsiniz. Bento'yu GitHub Sayfalar\u0131na da\u011f\u0131tmak, modellerinizi \u00e7evrimi\u00e7i olarak kullan\u0131labilir hale getirmenin basit bir yoludur. Bu makalede, Bento'nuzu GitHub Sayfalar\u0131na da\u011f\u0131tmak i\u00e7in ad\u0131m ad\u0131m bir k\u0131lavuz sunaca\u011f\u0131m.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-09T14:15:13+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Bento’nuzu GitHub Sayfalar\u0131na Da\u011f\u0131tma\",\"datePublished\":\"2024-11-09T14:15:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/\"},\"wordCount\":691,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/bentonuzu-github-sayfalarina-dagitma\/\",\"name\":\"Bento'nuzu GitHub Sayfalar\u0131na Da\u011f\u0131tma\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-09T14:15:13+00:00\",\"description\":\"Bento, ML modelleri i\u00e7in hafif ve ta\u015f\u0131nabilir bir da\u011f\u0131t\u0131m format\u0131d\u0131r. 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