Building Scalable MCP Servers with Domain-Driven DesignAI models are becoming increasingly capable, resulting in a growing need for standardized ways to connect them with our data, tools, and…5d ago5d ago
A Brief Overview of Cross Entropy LossA refresher on a commonly used Loss FunctionSep 25, 2024A response icon3Sep 25, 2024A response icon3
Understanding PPO: A Game-Changer in AI Decision-Making Explained for RL NewcomersFrom Theory to Implementation: A Comprehensive Guide to Reinforcement Learning’s Game-Changing AlgorithmSep 10, 2024A response icon4Sep 10, 2024A response icon4
Published inTDS ArchiveDe-Coded: Understanding Context Windows for Transformer ModelsEverything you need to know about how context windows affect Transformer training and usageJan 27, 2024A response icon1Jan 27, 2024A response icon1
Published inTDS ArchiveDe-coded: Transformers explained in plain EnglishNo code, maths, or mention of Keys, Queries and ValuesOct 9, 2023A response icon8Oct 9, 2023A response icon8
Published inTDS ArchiveA Pythonista’s Intro to Semantic KernelIn this blog post, I shall demonstrate how to get started with the Semantic Kernel using Python.Sep 2, 2023A response icon1Sep 2, 2023A response icon1
Published inTDS ArchiveYOLOv7: A deep dive into the current state-of-the-art for object detectionEverything you need to know to use YOLOv7 in custom training scriptsNov 25, 2022A response icon9Nov 25, 2022A response icon9
Published inTDS ArchiveDemystifying PyTorch’s WeightedRandomSampler by exampleA straightforward approach to dealing with imbalanced datasetsAug 30, 2022A response icon6Aug 30, 2022A response icon6
Published inTDS ArchiveSlicing images into overlapping patches at runtimeAn efficient approach to slicing high-resolution images for computer vision tasksJun 20, 2022A response icon2Jun 20, 2022A response icon2
Published inTDS ArchiveTransfer Learning on Greyscale Images: How to Fine-Tune Pretrained Models on Black-and-White…Everything you need to know to understand why the number of channels matters and how to work around thisFeb 24, 2022A response icon4Feb 24, 2022A response icon4
