PyTorch on Hakan Ateshttps://www.ateshakan.com/tags/pytorch/Recent content in PyTorch on Hakan AtesHugo -- gohugo.ioen© 2026 Hakan AtesWed, 20 Nov 2024 00:00:00 +0000Rec4Dish — a menu recommender trained on real restaurant ordershttps://www.ateshakan.com/projects/rec4dish/Wed, 20 Nov 2024 00:00:00 +0000https://www.ateshakan.com/projects/rec4dish/A recommendation system for restaurant menus that beat the random baseline 3.5× (Precision@5 31.8% vs 9.2%) and held cold-start users at parity. Built end-to-end on real customer order data during a six-month software-engineering internship at Dishup SRL, an Italian restaurant-tech startup, and delivered as my MSc thesis at the University of Padua — “A Hybrid and Adaptive Learning Framework for Personalized Restaurant Recommendations”.Image Colorization with a Conditional GAN in CIELABhttps://www.ateshakan.com/projects/image-colorization/Thu, 22 Jun 2023 00:00:00 +0000https://www.ateshakan.com/projects/image-colorization/A Pix2Pix-style conditional GAN that colorizes grayscale CIFAR-10 images by predicting only the a/b chrominance channels from lightness. Course project for Neural Networks and Deep Learning at the University of Padua.