theoreticalecology Goto Github PK

advancedbiostatistics

An advanced regression course

advancedregressionmodels

A advanced course on regression models

anadat-r

apes

APES - Advice for Problems in Environmental Statistics

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

basfor

The BASic FORest model, BASFOR, is a process-based model for forest biogeochemistry which simulates the C-, N- and water-cycles.

bayesian-stats-with-r

Material for a workshop on Bayesian stats with R

biome-bgc

Biome-BGC ecophysiological model

bird-species-classification

Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.

bscstatistikundbioinformatik

c-sharp-version-of-madingley

The most recent C# version of Madingley used by the core development team

carstan

Conditional autoregressive models in Stan

confettirbasic

Basic version of the spatial simulation model CONFETTI

covid-19

datascienceinr

Material for a first course in statistics and data science in R

dataviz

A book covering the fundamentals of data visualization.

deepdream

ecodata

A collection of ecological datasets for teaching

forc

Global Forest Carbon Database

forecasting-dynamics-course

Morgan Ernest and Ethan White's course on Ecological Dynamics and Forecasting

forestess

ForestESS simulates plant demographic processes (e.g., growth, reproduction, and mortality), competition for light and soil resources, and soil biogeochemical processes. The codes are from the version of LM3-PPA used to simulate the forest successional dynamics in the paper of Weng, E., Farrior, CE, Dybzinski, R, and Pacala, SW, et al. 2016 Global Change Biology.

functionalmotifs

The non-random assembly of indirect interactions in plant-pollinator networks

green-lab-sop

Standard Operating Procedures for Don Green's Lab at Columbia

hbbb2018

Replication materials for Heft-Neal, Burney, Bendavid & Burke 2018

hmsc

Hierarchical modelling of species community

idtracker

Videotracking system that keeps track of individual identities. www.idtracker.es

kbmf

Kernelized Bayesian Matrix Factorization

machinelearning

Teaching Material for a Machine Learning course with Keras and Tensorflow in R

mair-et-al-2020

Supplementary Data for the Article "The MDD concept for establishing trust in non-significant results - a critical review"

man_vs_machine

data and analyses for Man vs machine manuscript