Pinned Repositories
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
bayesid
Bijectors.jl
Implementation of normalising flows and constrained random variables transformation
cmerkatas.github.io
GSBR
Geometric stick breaking reconstruction model
PDGSBP
Pairwise Dependent Geometric Stick Breaking processes
cmerkatas's Repositories
cmerkatas/bayesid
cmerkatas/cmerkatas.github.io
cmerkatas/AbstractMCMC.jl
Abstract types and interfaces for Markov chain Monte Carlo methods
cmerkatas/AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
cmerkatas/AdvancedMH.jl
Robust implementation for random-walk Metropolis-Hastings algorithms
cmerkatas/awesome-neural-ode
A collection of resources regarding the interplay between differential equations, dynamical systems and neural networks
cmerkatas/bayes_nn
Bayesian Neural Network inference with Hamiltonian Monte Carlo
cmerkatas/Bijectors.jl
Implementation of normalising flows and constrained random variables transformation
cmerkatas/GSBR
Geometric stick breaking reconstruction model
cmerkatas/HMC
Hamiltonian Monte Carlo in Julia. Ongoing project.
cmerkatas/PDGSBP
Pairwise Dependent Geometric Stick Breaking processes
cmerkatas/MSML21_BayesianNODE
cmerkatas/ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
cmerkatas/Turing.jl
Bayesian inference with probabilistic programming.