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

Functional programming utilities for PHP

Official repository for the 3DCoMPaT dataset (ECCV2022 Oral)

Simplex space operations for compositional data implemented in Python.

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

Forecast mortality using Compositional Data Lee-Carter model - R Package

Deep learning for personalized interpretability for compositional health data

Imputation of zeros, nondetects and missing data in compositional data sets

🌐 Sourcing Archaeological Materials by Chemical Composition

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.

Dirichlet adaptive shrinkage for compositional data

R package for Dirichlet adaptive shrinkage and smoothing

Forecasting the four-party vote share of the 20th presidential election of Republic of Korea

R package for estimating sparse and positive definite basis covariance matrices from compositional data