There are 2 repositories under compositional-data topic.
Network construction, analysis, and comparison for microbial compositional data
Inference of microbial interaction networks from large-scale heterogeneous abundance data
Compositional data analysis in Julia
Official repository for the 3DCoMPaT dataset (ECCV2022 Oral)
Implementation of Semantic Parsing with BERT and compositional pre-training on GeoQuery
📦BEEM-Static: An R package for inferring microbial interactions based on Lotka-Volterra models
Imputation of zeros, nondetects and missing data in compositional data sets
Hopefully taking out the complexity of using the simplex: functions to generate, manipulate and plot data on the simplex
Practical introduction to modelling and testing for structural breaks in time-series data.
Archive: Data, scripts, and outputs for the paper "Sparse Estimation of Correlations among Microbiomes (SECOM)". Please check our ANCOMBC R package for the most up-to-date SECOM functions.
Forecasting the four-party vote share of the 20th presidential election of Republic of Korea
Stata module to examine dynamic compositional dependent variables
splineDensity Rpackage: Density estimation with smoothing B-spline
Web applications for use with compositional data. Post-graduate work for Dr. Dot Dimuid and Prof. Timothy Olds at University of South Australia.
CompSign: An R package for differential abundance of compositional mutational signatures
Longitudinal Latent Overall Toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models.
Presidential election data set from South Korea
Replication of Frerebeau, N., Ben Amara, A. and Cantin, N. (2020)
Using champion mastery data from Rot games API to visualize champion connections based on correlation metrics of compositional data in a network. Unsupervised learning was also used to categorize the champions. Lastly, weighted graph distance was used to make a recommender system for new champions based on played chamoions input.