Published inData Science CollectiveThe Art of NoiseUnderstanding and implementing diffusion model from scratch with PyTorch2d ago2d ago
Published inData Science CollectiveImage Captioning, Transformer Mode OnImplementing CPTR (CaPtion TransformeR) from scratch with PyTorchApr 24A response icon3Apr 24A response icon3
Published inTDS ArchiveShow and TellImplementing one of the earliest neural image caption generator models with PyTorch.Feb 3A response icon1Feb 3A response icon1
Published inTDS ArchiveMeet GPT, The Decoder-Only TransformerUnderstanding and implementing the GPT-1, GPT-2 and GPT-3 architecturesJan 6A response icon5Jan 6A response icon5
Published inTDS ArchivePaper Walkthrough: Neural Style TransferTurn your photos into paintings with deep learning — Implementing NST from scratch using PyTorchDec 3, 2024A response icon4Dec 3, 2024A response icon4
Published inTDS ArchivePaper Walkthrough: Attention Is All You NeedThe complete guide to implementing a Transformer from scratchNov 3, 2024A response icon12Nov 3, 2024A response icon12
Published inTDS ArchivePaper Walkthrough: U-NetA PyTorch implementation on one of the most popular semantic segmentation models.Sep 20, 2024A response icon4Sep 20, 2024A response icon4
Published inTDS ArchivePaper Walkthrough: Vision Transformer (ViT)Exploring Vision Transformer (ViT) through PyTorch Implementation from Scratch.Aug 13, 2024A response icon1Aug 13, 2024A response icon1
Published inPython in Plain EnglishMastering NumPy: A Comprehensive Guide to Efficient Array Processing (Part 2/2)Harnessing the Power of NumPy for Faster and Smarter Data Manipulation.Jun 12, 2024Jun 12, 2024
Published inPython in Plain EnglishMastering NumPy: A Comprehensive Guide to Efficient Array Processing (Part 1/2)Harnessing the Power of NumPy for Faster and Smarter Data Manipulation.Jun 12, 2024Jun 12, 2024
