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Aidan Cooper

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Posts

PGN2FEN: A Benchmark for Evaluating LLM Chess Reasoning

The Convergence of Proprietary and Open Source LLMs

How to Beat Proprietary LLMs With Smaller Open Source Models

A Guide to Structured Generation Using Constrained Decoding

Modern Data Engineering and the Lost Art of Data Modelling

Machine Learning in the Life Sciences Has a Data Problem

Approximating Shapley Values for Machine Learning

Gnillehcs' Model of Integration

How Shapley Values Work

Industry Perspective: Tree-Based Models vs Deep Learning for Tabular Data

4 Pandas Anti-Patterns to Avoid and How to Fix Them

Supervised Clustering: How to Use SHAP Values for Better Cluster Analysis

Utility vs Understanding: the State of Machine Learning Entering 2022

Explaining Machine Learning Models: A Non-Technical Guide to Interpreting SHAP Analyses

Could Vaccinating Young People Before Old People Save More Lives?