Discover @AnthonyChristidis Open Source projects

Anthony Christidis (@AnthonyChristidis)

AnthonyChristidis

Stars
3
Global Rank 1,848,287 (Top 64 %)
Followers 18
Registered almost 7 years ago
Most used languages

C++
50.0 %

Dockerfile
25.0 %

R
25.0 %
Location 🇨🇦 Canada
Country Total Rank 42,615
Country Ranking

Dockerfile
392

R
940

C++
3,918

scDiagnosticsBioc2024Demo

This repository contains the files for the package demonstration of scDiagnostics presented at the Bioconductor 2024 conference.

SplitReg

This repository contains an R package to perform split regularized regression as defined in Christidis, Lakshmanan, Smucler and Zamar (2020) (https://doi.org/10.1080/00401706.2019.1635533).

SplitGLM-CPP-Library

This repository contains the source files for the C++ library (with multithreading capability) to compute split GLMs using a block coordinate descent algorithm to solve the multi-convex optimization problem. Linear, Logistic, Poisson and Gamma GLMs are available.

nnGarrote

This repository contains an R package with functions to compute the non-negative garrote estimator proposed by Breiman (1995) (https://www.jstor.org/stable/1269730). Also contains the initial estimator extensions proposed by Yuan and Lin (2007) (https://www.jstor.org/stable/4623260).