The Future of AI is in Model Compression

New research can reduce the size of your neural net in a super easy wayPhoto by Markus Spiske on UnsplashThe future looks towards running deep learning algorithms on more compact devices as any improvements in this space make for big leaps in the usability of AI.If a Raspberry Pi could run large neural networks, then artificial intelligence... Continue Reading →

If 2Pac Spoke the Queen’s English

Machine Learning, ProgrammingWhat is Neural Text-Style Transfer?Photo by Jan Střecha on UnsplashIf 2Pac was only allowed to release music under the pretence that his style was to match the Queen’s English, the world would have been a significantly worse place.The advent of Style transfer (the ability to project a style of one text to another) means... Continue Reading →

Python’s Raise Keyword

How to manually throw an exception in PythonPhoto by Jonathan Daniels on UnsplashException handling in Python can be daunting. I find it particularly difficult because as a researcher, I’m just not very good at thinking like a ‘programmer’ should. I’m thinking more about the speed of my optimisation procedures, rather than ‘is my code handling all edge... Continue Reading →

Is GPT-3 ‘Human’?

Natural Language ProcessingNeural Language Models and the Turing TestPhoto by Armin Lotfi on UnsplashPassing the Turing Test is a goal that many in the machine learning community hope for. It’s a test which if passed, indicates that the behavior of an AI is in-differentiable from a Human Being. In many cases, many applications in machine learning achieve... Continue Reading →

Why the RepNet is so important

Using Deep Learning to Count RepetitionsPhoto by Efe Kurnaz on UnsplashIn our daily lives, repeating actions occur frequently. This ranges from organic cycles such as heartbeats and breathing, through programming and manufacturing, to planetary cycles like day-night rotation and seasons.The need to recognise these repetitions, like those in videos, is unavoidable and requires a system that... Continue Reading →

What is CICD? Where is it in 2020?

OpinionAn in-depth look at the growing marketPhoto by Robynne Hu on UnsplashCICD is a development methodology which has become more important over time. In today’s software driven world, development teams are tasked with delivering applications quickly, consistently, and error-free: every single time.While the challenges are plentiful, CI/CD is simple at its core.For many organisations, achieving true continuous delivery... Continue Reading →

The Future of GIT (2020)

Opinion5 Predictions of what Data Scientists can expectPhoto by Yancy Min on UnsplashVersion Control is a pretty boring topic for most people but for coders and researchers, it’s imperative to understand. The importance of version control is really understood when you work in a big team working on a big project. With multiple users working on the... Continue Reading →

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