Oscar KnagginTowards Data ScienceLearning to play snake at 1 million FPSIn this blog post I’ll guide you through my most recent project, which combines two things I find fascinating — computer games and machine…13 min read·May 20, 2019--1--1
Oscar KnagginTowards Data ScienceAn intuitive guide to Gaussian processesA maths-free explanation of an underappreciated algorithm8 min read·Jan 15, 2019--11--11
Oscar KnagginTowards Data ScienceKnow your enemyHow you can create and defend against adversarial attacks8 min read·Jan 6, 2019--4--4
Oscar KnagginTowards Data ScienceKnow your enemyWhy adversarial examples are more important than you realize11 min read·Jan 1, 2019--2--2
Oscar KnagginTowards Data ScienceAdvances in few-shot learning: a guided tourFew-shot learning is an exciting field of machine learning right now. The ability of deep neural networks to extract complex statistics…9 min read·Nov 30, 2018--5--5
Oscar KnagginTowards Data ScienceAdvances in few-shot learning: reproducing results in PyTorchFew-shot learning is an exciting field of machine learning which aims to close the gap between machine and human in the challenging task…9 min read·Nov 30, 2018--3--3
Oscar KnagginAnalytics VidhyaBuilding a Speaker Identification System from Scratch with Deep LearningNeural networks are the state of the art in many classification problems, particularly those on perceptual data such images, video, and…10 min read·Oct 2, 2018--3--3
Oscar KnaggGender classification from raw audio with 1D convolutionsDeep learning has shaken up computer science by making a previously intractable class of perceptual recognition problems solvable. The…7 min read·Sep 1, 2018----