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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.

169,051 papers · 148 categories

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1 result for “Swiss-Prot”
DeepProteomics: Protein family classification using Shallow and Deep Networksq-bio.QM

DeepProteomics uses neural networks to classify protein families efficiently.

problem Lack of functional annotation for many protein sequences in databases.
method Used RNN, LSTM, GRU, and deep neural network models on a dataset of 40,433 proteins.
result Achieved maximum 78% accuracy in classifying protein families.
protein classificationneural networksSwiss-Protrecurrent neural networkslong short term memory
2018-09-11abs ↗pdf ↗