no-u-turn-sampler

There are 0 repository under no-u-turn-sampler topic.

IdahoLabResearch / BIhNNs
The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural Networks (DNNs), Neural ODEs, and Symplectic Neural Networks (SympNets) used with state-of-the-art sampling schemes like Hamiltonian Monte Carlo (HMC) and the No-U-Turn-Sampler (NUTS).
bayesian-inference hamiltonian-monte-carlo langevin-dynamics neural-networks no-u-turn-sampler physics-informed-neural-networks sampling-methods
Language:Python 10
JohannesBuchner / PinNUTS
PinNUTS🥜 is dynamic Hamiltonian Monte Carlo algorithm implemented in Python
mcmc monte-carlo hamiltonian-monte-carlo no-u-turn-sampler pure-python
Language:Python 10
mvidela31 / BinaryStars
An efficient Python implementation for Bayesian inference in binary stars based on Stan.
bayesian-inference binary-stars markov-chain-monte-carlo no-u-turn-sampler astrostatistics stan
Language:Stan 5
efmanu / GibbsSampler.jl
Package to do Bayesian inference with Gibbs sampler
gibbs-sampling julia julia-package metropolis-hastings no-u-turn-sampler gibbs mcmc bayesian-inference gibbs-sampler gibbs-sampling-algorithm mcmc-sampler
Language:Julia 2
andrejobuljen / JaxPM-Hi-Fi-mocks
JAX-powered Hi-Fi mocks
cosmological-inference differentiable-programming differentiable-simulations hamiltonian-monte-carlo jax no-u-turn-sampler
Language:Jupyter Notebook 1
knottwill / Bayesian-NUTS
Bayesian inference using the No-U-Turn sampler.
bayesian-inference mcmc no-u-turn-sampler pymc3
Language:Python 0
manucarl / BCTM
Bayesian Conditional Transformation Models by Manuel Carlan, Thomas Kneib and Nadja Klein
distributional-regression hamiltonian-monte-carlo no-u-turn-sampler conditional-distribution-function monotonicity-constraint penalized-splines
Language:R 0
shermanlo77 / oxwasp_exchange_mcmc
Java and Processing implementations for visualising various MCMC methods.
metropolis-hastings hamiltonian-monte-carlo mcmc slice-sampling no-u-turn-sampler bayesian adaptive-mcmc brownian-motion visualization visualisation processing processing-sketch
Language:Java 0