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Russell Dinnage's Projects

modeldescribr icon modeldescribr

R package with functions used to describe and visualize underlying models from various model objects

nichefillr icon nichefillr

R package implementing niche filling simulations

onthefly icon onthefly

R package to help with creating simulation-on-the-fly based likelihood-free inference engines. Based on ideas in https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7687905/

pez icon pez

Phylogenetics for the Environmental Sciences

pghg-project icon pghg-project

Code for project determining how phylogenetic diversity in resource species (phylo-heterogeneity) effects species richness and phylogenetic diversity of consumers. Is is unimodal?

phurl icon phurl

Phylogenetic modelling Using Regularized Linear models

phy icon phy

Tibble format for phylogenetic trees with data designed to support branch regression models in {fibre}

phybrr icon phybrr

Fast Phylogenetic Bayesian Random Rates Models for modelling trait evolution (using INLA)

phyf icon phyf

Tibble subclass and vctrs based phylogenetic data format to support phylogenetic modelling in {fibre}, inspired by {sf}

phylocompetition icon phylocompetition

Modelling presence/absence data of multiple species, incorporating environment and pairwise competition including phylogenetic structure.

phylodeep icon phylodeep

Code for phylogenetic deep learning project, forming the basis of Phylomania2020 talk

phyloflow icon phyloflow

Generative Flow Networks for Phylogenetic Inference

phylogenator icon phylogenator

Generate a community phylogeny from a species list and a base phylogeny

phylogeny_gan icon phylogeny_gan

Code to run a generative adversarial network to generate phylogeny images.

phylomap icon phylomap

R package for phylogenetic stochastic mapping, including a new method that bypasses matrix exponentiation

phylopic-mini icon phylopic-mini

Code to generate phylopic-mini image dataset for phylogenetic and small data machine learning benchmarks

phyr icon phyr

Collect and update functions about phylogenetic analyses

plnt-model icon plnt-model

Phylogenetic Latent Niche Trait (PLNT) Model for modeling (and testing?) phylogenetic structure in environmental filtering and competitive interactions simultaneously.

ppdiversify icon ppdiversify

Code to fit phylogenetic diversification models using a point process along branches

proteaceae_deep_learning icon proteaceae_deep_learning

Code for playing around with and learning deep learning methods using images of Proteaceae from Australia

ralf icon ralf

A package providing an interface between R and the Artificial Life Framework (ALF: http://alfsim.org). a software program for simulating complex genome evolution across phylogenies.

rbff icon rbff

R interface to Boundary First Flattening (BFF) software (https://geometrycollective.github.io/boundary-first-flattening/).

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