Research

On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,181 papers · 148 categories

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1 result for “DeepSequence”

Deep generative models of genetic variation capture mutation effectsq-bio.QM

DeepSequence model predicts mutation effects better than existing methods.

problem Quantifying complex interactions in biomolecules.

method Latent variable models with nonlinear dependencies.

result DeepSequence predicts mutation effects significantly better than site-independent or pairwise models.

DeepSequence mutation effects latent variable models nonlinear dependencies genetic variation

2017-12-18abs ↗pdf ↗