thierrygosselin

Thierry Gosselin's starred repositories

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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future

:rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone

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ranger

A Fast Implementation of Random Forests

Language:C++761 42 423

forcats

🐈🐈🐈🐈: tools for working with categorical variables (factors)

Language:RNOASSERTION538 21 231

SNPRelate

R package: parallel computing toolset for relatedness and principal component analysis of SNP data (Development version only)

Language:C++98 13 102

ohana

mixture classification, constraint optimization, outlier detection, population structure, admixture history, and selection detection.

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missRanger

R package "missRanger" for fast imputation of missing values by random forests.

Language:RGPL-2.058 9 34

stacks_workflow

RADseq workflow built around STACKS

Language:RGPL-3.056 9 12

terastructure

TeraStructure is a new algorithm to fit Bayesian models of genetic variation in human populations on tera-sample-sized data sets (10^12 observed genotypes, i.e., 1M individuals at 1M SNPs). This package provides a scalable, multi-threaded C++ implementation that can be run on a single computer.

Language:C++GPL-3.047 13 14