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a part of university project (Linear Algebra) uses PCA algorythm (Step-by-step implementation of the algorithm) on OLIVETTI-FACES dataset of scikit-learn library to reduce image size based on different number of components.\n\n\n~ آموزش PCA بر روی دیتاست OLLVETTI-FACES / کاهش سایز تصویر.\n\n~ این یک بخش از پروژه دانشگاهی (جبر خطی) است که از الگوریتم PCA (پیاده سازی گام به گام الگوریتم) بر روی دیتاست OLIVETTI-FACES از کتابخانه scikit-learn برای کاهش اندازه تصویر بر اساس تعداد اجزای مختلف استفاده می کند.\n\nLinear Regression\n\u003cimg width=\"1024\" height=\"512\" alt=\"img 1\" src=\"https://github.com/IRoyalX/PCA/assets/126317939/0d75c50f-0e50-4a87-afac-17ada81d8fcd\"\u003e\nPCA\n\u003cimg width=\"1024\" alt=\"img 2\" src=\"https://github.com/IRoyalX/PCA/assets/126317939/a28f5cfa-c4c6-4e6c-aa03-c2a34e6eb493\"\u003e\nOLIVETTI-FACES\n\u003cimg width=\"1024\" alt=\"img 3\" src=\"https://github.com/IRoyalX/PCA/assets/126317939/acd2cc9a-1534-4d9e-b1d7-8ba6c69e0750\"\u003e\nDATA LOSS (OLIVETTI-FACES)\n\u003cimg width=\"1024\" height=\"512\" alt=\"img 4\" src=\"https://github.com/IRoyalX/PCA/assets/126317939/e1cfb641-fb83-4165-a8cc-41ff6ac7ddd3\"\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Firoyalx%2Fpca","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Firoyalx%2Fpca","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Firoyalx%2Fpca/lists"}