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BranchedGP

BranchedGP

BranchedGP is a tool to detect gene-specific branching dynamics and estimate branching times. The algorithm can also predict likely branching regions. Other names: BGP (Branching Gaussian process).

Topic

Statistics and probability; RNA-seq

Details

  • Operation: Gene expression analysis
  • Software interface: Command-line user interface
  • Language: Python
  • Operating system: Microsoft Windows, Mac OS X, Linux
  • License: Apache-2.0
  • Cost: Free
  • Version name: 0.1
  • Maturity: Emerging
  • Credit: Medical Research Council.
  • Contact: Alexis Boukouvalas alexis.boukouvalas _at_ manchester.ac.uk
  • Collection: -

Publications

Boukouvalas A, Hensman J, Rattray M "BGP: identifying gene-specific branching dynamics from single-cell data with a branching Gaussian process." Genome Biol. 2018 May 29;19(1):65. https://doi.org/10.1186/s13059-018-1440-2
PMID: 29843817
PMCID: PMC5975664


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