Chris HughesUnderstanding 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 101Sep 101
Chris HughesinTowards Data ScienceDe-Coded: Understanding Context Windows for Transformer ModelsEverything you need to know about how context windows affect Transformer training and usageJan 27Jan 27
Chris HughesinTowards Data ScienceDe-coded: Transformers explained in plain EnglishNo code, maths, or mention of Keys, Queries and ValuesOct 9, 20238Oct 9, 20238
Chris HughesinTowards Data ScienceA Pythonista’s Intro to Semantic KernelIn this blog post, I shall demonstrate how to get started with the Semantic Kernel using Python.Sep 2, 20231Sep 2, 20231
Chris HughesinTowards Data ScienceYOLOv7: 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, 20228Nov 25, 20228
Chris HughesinTowards Data ScienceDemystifying PyTorch’s WeightedRandomSampler by exampleA straightforward approach to dealing with imbalanced datasetsAug 30, 20225Aug 30, 20225
Chris HughesinTowards Data ScienceSlicing images into overlapping patches at runtimeAn efficient approach to slicing high-resolution images for computer vision tasksJun 20, 20221Jun 20, 20221
Chris HughesinTowards Data ScienceTransfer 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, 20223Feb 24, 20223
Chris HughesinTowards Data ScienceGetting Started with PyTorch Image Models (timm): a practitioner’s guideThe purpose of this guide is to explore PyTorch Image Models (timm) from a practitioner’s point of view, for use in custom scripts.Feb 1, 202210Feb 1, 202210
Chris HughesinTowards Data ScienceHow I started writing Data Science blog posts: overcoming fear and procrastinationif you are a busy Data Scientist who has been meaning to start writing blog posts for a while, this might help you getting started.Jan 23, 20229Jan 23, 20229