LAML


NameLAML JSON
Version 0.0.4 PyPI version JSON
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home_pageNone
SummaryLAML: Lineage Analysis via Maximum Likelihood
upload_time2024-07-22 18:53:09
maintainerNone
docs_urlNone
author['Uyen Mai', 'Gillian Chu', 'Ben Raphael']
requires_pythonNone
licenseGNU General Public License, version 3
keywords phylogenetics evolution computational maximum-likelihood lineage tracing
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requirements No requirements were recorded.
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            LAML is a maximum likelihood algorithm under the Probabilistic Mixed-type Missing (PMM) model. Given a lineage tracing experiment character matrix with heterogeneous per-site alphabets and mutation probabilities, LAML will find a maximum likelihood tree topology and estimate branch lengths as well as stochastic dropout and heritable silencing missing data rates.

            

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