cmerkatas

bayesid

cmerkatas.github.io

AbstractMCMC.jl

Abstract types and interfaces for Markov chain Monte Carlo methods

AdvancedHMC.jl

Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

AdvancedMH.jl

Robust implementation for random-walk Metropolis-Hastings algorithms

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, dynamical systems and neural networks

bayes_nn

Bayesian Neural Network inference with Hamiltonian Monte Carlo

Bijectors.jl

Implementation of normalising flows and constrained random variables transformation

GSBR

Geometric stick breaking reconstruction model

HMC

Hamiltonian Monte Carlo in Julia. Ongoing project.

PDGSBP

Pairwise Dependent Geometric Stick Breaking processes

MSML21_BayesianNODE

ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

Turing.jl

Bayesian inference with probabilistic programming.