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Recommended Books

Book Cover

Probabilistic Machine Learning: An Introduction

Kevin P. Murphy

I can't recommend this book enough. Fair warning for newcomers: it is very heavy on statistics and mathematics, so if you're just starting out, it might be one to save for later.

Recommended Papers

DNABERT

DNABERT

Yanrong Ji, Zhihan Zhou, Han Liu, Ramana V Davuluri.

Published in 2021, this was one of the first foundation models trained on DNA sequences. DNABERT is a 110-million parameter model trained on DNA k-mers.

Multi-level_learning

Toward a Theory of Evolution as Multilevel Learning

Vanchurin V, Wolf YI, Katsnelson MI, Koonin EV.