Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308827897> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4308827897 abstract "Probabilistic programming frameworks are powerful tools for statistical modelling and inference. They are not immediately generalisable to phylogenetic problems due to the particular computational properties of the phylogenetic tree object. TreeFlow is a software library for probabilistic programming and automatic differentiation with phylogenetic trees. It implements inference algorithms for phylogenetic tree times and model parameters given a tree topology. We demonstrate how TreeFlow can be used to quickly implement and assess new models. We also show that it provides reasonable performance for gradient-based inference algorithms compared to specialized computational libraries for phylogenetics." @default.
- W4308827897 created "2022-11-16" @default.
- W4308827897 creator A5034796707 @default.
- W4308827897 creator A5039905606 @default.
- W4308827897 creator A5055983801 @default.
- W4308827897 creator A5058091732 @default.
- W4308827897 creator A5070262421 @default.
- W4308827897 creator A5079724732 @default.
- W4308827897 creator A5084752404 @default.
- W4308827897 date "2022-11-09" @default.
- W4308827897 modified "2023-09-27" @default.
- W4308827897 title "TreeFlow: probabilistic programming and automatic differentiation for phylogenetics" @default.
- W4308827897 doi "https://doi.org/10.48550/arxiv.2211.05220" @default.
- W4308827897 hasPublicationYear "2022" @default.
- W4308827897 type Work @default.
- W4308827897 citedByCount "0" @default.
- W4308827897 crossrefType "posted-content" @default.
- W4308827897 hasAuthorship W4308827897A5034796707 @default.
- W4308827897 hasAuthorship W4308827897A5039905606 @default.
- W4308827897 hasAuthorship W4308827897A5055983801 @default.
- W4308827897 hasAuthorship W4308827897A5058091732 @default.
- W4308827897 hasAuthorship W4308827897A5070262421 @default.
- W4308827897 hasAuthorship W4308827897A5079724732 @default.
- W4308827897 hasAuthorship W4308827897A5084752404 @default.
- W4308827897 hasBestOaLocation W43088278971 @default.
- W4308827897 hasConcept C104317684 @default.
- W4308827897 hasConcept C105795698 @default.
- W4308827897 hasConcept C113174947 @default.
- W4308827897 hasConcept C114614502 @default.
- W4308827897 hasConcept C119857082 @default.
- W4308827897 hasConcept C134261354 @default.
- W4308827897 hasConcept C154945302 @default.
- W4308827897 hasConcept C155846161 @default.
- W4308827897 hasConcept C193252679 @default.
- W4308827897 hasConcept C2776214188 @default.
- W4308827897 hasConcept C33923547 @default.
- W4308827897 hasConcept C41008148 @default.
- W4308827897 hasConcept C49937458 @default.
- W4308827897 hasConcept C53208351 @default.
- W4308827897 hasConcept C55493867 @default.
- W4308827897 hasConcept C80444323 @default.
- W4308827897 hasConcept C86803240 @default.
- W4308827897 hasConcept C90132467 @default.
- W4308827897 hasConceptScore W4308827897C104317684 @default.
- W4308827897 hasConceptScore W4308827897C105795698 @default.
- W4308827897 hasConceptScore W4308827897C113174947 @default.
- W4308827897 hasConceptScore W4308827897C114614502 @default.
- W4308827897 hasConceptScore W4308827897C119857082 @default.
- W4308827897 hasConceptScore W4308827897C134261354 @default.
- W4308827897 hasConceptScore W4308827897C154945302 @default.
- W4308827897 hasConceptScore W4308827897C155846161 @default.
- W4308827897 hasConceptScore W4308827897C193252679 @default.
- W4308827897 hasConceptScore W4308827897C2776214188 @default.
- W4308827897 hasConceptScore W4308827897C33923547 @default.
- W4308827897 hasConceptScore W4308827897C41008148 @default.
- W4308827897 hasConceptScore W4308827897C49937458 @default.
- W4308827897 hasConceptScore W4308827897C53208351 @default.
- W4308827897 hasConceptScore W4308827897C55493867 @default.
- W4308827897 hasConceptScore W4308827897C80444323 @default.
- W4308827897 hasConceptScore W4308827897C86803240 @default.
- W4308827897 hasConceptScore W4308827897C90132467 @default.
- W4308827897 hasLocation W43088278971 @default.
- W4308827897 hasLocation W43088278972 @default.
- W4308827897 hasOpenAccess W4308827897 @default.
- W4308827897 hasPrimaryLocation W43088278971 @default.
- W4308827897 hasRelatedWork W1679582220 @default.
- W4308827897 hasRelatedWork W1979959438 @default.
- W4308827897 hasRelatedWork W2028375465 @default.
- W4308827897 hasRelatedWork W2111508827 @default.
- W4308827897 hasRelatedWork W2277002874 @default.
- W4308827897 hasRelatedWork W2948092204 @default.
- W4308827897 hasRelatedWork W2991219963 @default.
- W4308827897 hasRelatedWork W3151365972 @default.
- W4308827897 hasRelatedWork W4211061638 @default.
- W4308827897 hasRelatedWork W4311243629 @default.
- W4308827897 isParatext "false" @default.
- W4308827897 isRetracted "false" @default.
- W4308827897 workType "article" @default.