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https://cryptics.eigenfoo.xyz/ cryptics.eigenfoo.xyz is a dataset of cryptic crossword clues, collected from various blogs and publicly available digital archives. I originally started this project...
A while back, I explored the possibility of simplifying 1 PyMC4’s model specification API by manipulating the Python abstract syntax tree (AST) of the model code. The PyMC developers didn’t end up ...
I’ve recently had to learn a lot about natural language processing — specifically, Transformer-based models. I thought I’d write up my reading and research and post it. https://eigenfoo.xyz/transfo...
Floating-point formats are not the most glamorous or (frankly) the important consideration when working with deep learning models: if your model isn’t working well, then your floating-point format ...
Recently there has been a modularization (or, if you’re hip with tech-lingo, an unbundling) of Bayesian modelling libraries. Whereas before, probability distributions, model specification, inferenc...
I get confused with tensor computation libraries (or computational graph libraries, or symbolic algebra libraries, or whatever they’re marketing themselves as these days). I was first introduced to...