David Métivier's repositories
ExpectationMaximization.jl
A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.
PeriodicHiddenMarkovModels.jl
Non-homogenous Hidden Markov Models
RobustMeans.jl
Implement some Robust Mean Estimators
StochasticWeatherGenerators.jl
A Julia package to generate multisite weather sequences
BinaryHierarchicalPeriodicHiddenMarkovModels.jl
Super long name to do binary data HMM (possibly non homogeneous) with extra dependence on past observation
RandomizedQuasiMonteCarlo.jl
Some randomization methods for Randomized Quasi Monte Carlo e.g. scrambling, shift
Robust-Randomized-Quasi-Monte-Carlo-paper-code
Code of the paper The Robust Randomized Quasi Monte Carlo method, applications to integrating singular functions by E. Gobet M. Lerasle and D. Métivier
Distributions.jl
A Distributions.jl branch to add fit_mle methods
FluxArchitectures.jl
Complex neural network examples for Flux.jl
HMMBase.jl
Hidden Markov Models for Julia.
QuasiMonteCarlo.jl
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)
HiddenMarkovModels.jl
A Julia package for simulation, inference and learning of Hidden Markov Models.
Lux.jl
Elegant & Performant Scientific Machine Learning in Julia
Pluto_export
Static export of my pluto notebooks
StatsPlots.jl
Statistical plotting recipes for Plots.jl
VSCroll
Smooth middle mouse button scrolling for VS Code or any other application