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Langmead, C.J
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Langmead, C.J
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1
Bayesian optimization with evolutionary and structure-based regularization for directed protein evolution
by
Frisby, T.S
,
Langmead
,
C.J
Published 2021
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2
Harvestman: a framework for hierarchical feature learning and selection from whole genome sequencing data
by
Baker, S.J
,
Frisby, T.S
,
Hoang, Q.M
,
Kingsford, C.
,
Langmead
,
C.J
,
Marçais, G.
Published 2021
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Related Subjects
Active learning
Bayesian optimization
Biological interpretation
Breast Neoplasms
Curse of dimensionality
Deep Learning
Directed evolution
Diseases
Encoding (symbols)
Feature extraction
Feature selection
Feature selection methods
Gaussian process regression
Genes
Genome
Genomics
Hierarchical feature spaces
High-throughput sequencing
Humans
Integer linear programming
Integer linear programs
Integer programming
Knowledge graphs
Knowledge representation
Machine learning
Model buildings
Predictive capabilities
Protein design
Protein language model
Rational design
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