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Sven Serneels's Projects

bnn icon bnn

Bayesian Neural Network in PyTorch

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

direpack icon direpack

A Python 3 package for state-of-the-art statistical dimension reduction methods

eigengame icon eigengame

Pseudo code from https://arxiv.org/abs/2102.04152

midas.jl icon midas.jl

Mixed Data Sampling (MIDAS) regressions in Julia

mvskew icon mvskew

Multivariate skew distribution samplers

ppdire icon ppdire

Projection Pursuit Dimension Reduction (Python 3)

pycopula icon pycopula

Python copulas library for dependency modeling

scikitlearn.jl icon scikitlearn.jl

Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/

sparseregression icon sparseregression

Code for Sparse regression: Scalable algorithms and empirical performance

spls icon spls

Julia Package for Sparse PLS regression

sprm icon sprm

Sparse partial robust M regression

ssvregression icon ssvregression

Open-source implementation of the Slowly Varying Regression under Sparsity framework.

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

tripls_r icon tripls_r

R package for trilinear partial least squares regression, including case specific prediction intervals

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