Search Results for author: Matthew Macaulay

Found 2 papers, 2 papers with code

Differentiable Phylogenetics via Hyperbolic Embeddings with Dodonaphy

1 code implementation21 Sep 2023 Matthew Macaulay, Mathieu Fourment

We present soft-NJ, a differentiable version of neighbour-joining that enables gradient-based optimisation over the space of trees.

Decoder

Fidelity of Hyperbolic Space for Bayesian Phylogenetic Inference

1 code implementation16 Jun 2022 Matthew Macaulay, Aaron E. Darling, Mathieu Fourment

In this paper, we embed genomic sequences into hyperbolic space and perform hyperbolic Markov Chain Monte Carlo for Bayesian inference.

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