Russell Dinnage (rdinnager)

rdinnager

Geek Repo

Company:Florida International University

Location:United States

Home Page:www.mepheo.science

Twitter:@ecologician

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Russell Dinnage's repositories

impac

R package to create packed image mosaics (inspired by https://github.com/qnzhou/Mosaic)

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slimr

Run and Analyse SLiM Population Genetics Forward Simulations from R.

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fibre

Flexible scalable phylogenetic trait models using integrated nested laplace approximation (INLA)

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deepbills

Project to analyse 3d bird bill morphology using deep learning

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grambank_vae

Code for running variational autoencoders on grambank data for ancestral character estimation.

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phyf

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

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bioclim_intrinsic_dimension

Code to analyse the intrinsic dimension of the global Bioclim dataset

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biocman

R package with bioclimatic manifold data

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causal_PCM

Code related to causal phylogenetic comparative methods paper

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cjs_webr

webr coding demonstration about CJS HMM models

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dagnn

Minimal R package for creating custom neural network architectures easily using {torch}

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dgsdm-prelim

Code for some prelimary exploration of the idea of Deep Generative Species Distribution Models (DGSDM)

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diffusion-SDM

Code and notes for new mega-project: Denoising Diffusion models for Species Distribution Modeling

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fibre_demo

Code highlighting the use of the fibre package for phylogenetic trait modeling. Examples for manuscript 'Reimagining phylogenetic comparative methods for the era of big data'

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genAISDM

Code for modeling tetrapod distributions jointly via generative AI

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MINGW-packages

Package scripts for MinGW-w64 targets to build under MSYS2.

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miniphylopic

R package containing the phylopic_mini dataset, an MNIST-like dataset of organism silhouettes with associated taxonomic heirarchy

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pangenome_sim

Code for simulating evolution of pangenomes in bacterial population using SLiM

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phenobase

Classifiers for the Phenobase project

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phenovision

Code for classifying phenology from plant images using deep learning computer vision models.

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phylo_dim_blessing

Code exploring the 'blessing of dimensionality' in phylogenetic trait evolution models

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SDM_datasets

A list of datasets suitable for large-scale Species Distribution Model benchmarking

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sdmpack

R package for SDM course

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SLiM

SLiM is a genetically explicit forward simulation software package for population genetics and evolutionary biology. It is highly flexible, with a built-in scripting language, and has a cross-platform graphical modeling environment called SLiMgui.

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slimr_blog

Source for blog about slimr R package

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slimr_manuscript

Rmarkdown manuscript describing rslim package

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tidysdm

tidymodels framework for species distribution models

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torch

R Interface to Torch

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torchvision

R interface to torchvision

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