Introducing PGN2FEN — a benchmark for evaluating language models' ability to understand and transcribe chess game move sequences.| Aidan Cooper
Open and private models are becoming more similar than they are different| Aidan Cooper
Building your AI applications around open source models can make them better, cheaper, and faster| Aidan Cooper
The how, why, power, and pitfalls of constraining generative language model outputs| Aidan Cooper
Necessity was the mother of invention. Now, an abundance of cheap storage and compute makes for data anarchy.| Aidan Cooper
In a time of AI prosperity, the life sciences are at risk of being left behind| Aidan Cooper
The how and why of Shapley value approximation, explained in code| Aidan Cooper
What happens to segregated communities as people increasingly seek diversity?| Aidan Cooper
In this article, we will explore how Shapley values work - not using cryptic formulae, but by way of code and simplified explanations| Aidan Cooper
Tree-based models aren't just highly performant - they offer a host of other advantages| Aidan Cooper
Supervised clustering is a powerful technique that uses SHAP values to identify better-separated clusters than conventional clustering approaches| Aidan Cooper
The empirical utility of some fields of machine learning has rapidly outpaced our understanding of the underlying theory - but we're not sure why.| Aidan Cooper
With interpretability becoming an increasingly important requirement for machine learning projects, there's a growing need for the complex outputs of techniques such as SHAP to be communicated to non-technical stakeholders.| Aidan Cooper
Vaccines are tackling the COVID-19 pandemic in two ways: reducing the severity of infections, and preventing their transmission. Both mechanisms save lives, but the vaccination strategies that leverage each can be conflicting. The former encourages vaccination of society's most vulnerable, who may otherwise succumb to severe infections. The| Aidan Cooper
This post highlights four common pandas anti-patterns and outlines a complementary set of techniques that you should use instead.| Aidan Cooper