#

no-u-turn-sampler

Here are 8 public repositories matching this topic...

JohannesBuchner / PinNUTS

PinNUTS🥜 is dynamic Hamiltonian Monte Carlo algorithm implemented in Python

monte-carlo pure-python mcmc hamiltonian-monte-carlo no-u-turn-sampler

Updated Feb 7, 2020
Python

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).

neural-networks bayesian-inference hamiltonian-monte-carlo sampling-methods langevin-dynamics no-u-turn-sampler physics-informed-neural-networks

Updated Jan 14, 2023
Python

mvidela31 / BinaryStars

An efficient Python implementation for Bayesian inference in binary stars based on Stan.

bayesian-inference stan markov-chain-monte-carlo binary-stars astrostatistics no-u-turn-sampler

Updated Apr 19, 2022
Stan

efmanu / GibbsSampler.jl

Package to do Bayesian inference with Gibbs sampler

julia bayesian-inference mcmc julia-package gibbs-sampling gibbs-sampler mcmc-sampler metropolis-hastings gibbs gibbs-sampling-algorithm no-u-turn-sampler

Updated Mar 12, 2021
Julia

andrejobuljen / JaxPM-Hi-Fi-mocks

JAX-powered Hi-Fi mocks

hamiltonian-monte-carlo jax differentiable-programming cosmological-inference no-u-turn-sampler differentiable-simulations

Updated May 13, 2024
Jupyter Notebook

manucarl / BCTM

Bayesian Conditional Transformation Models by Manuel Carlan, Thomas Kneib and Nadja Klein

hamiltonian-monte-carlo distributional-regression no-u-turn-sampler conditional-distribution-function monotonicity-constraint penalized-splines

Updated Jan 29, 2023
R

knottwill / Bayesian-NUTS

Bayesian inference using the No-U-Turn sampler.

bayesian-inference mcmc pymc3 no-u-turn-sampler

Updated Apr 19, 2024
Python

shermanlo77 / oxwasp_exchange_mcmc

Java and Processing implementations for visualising various MCMC methods.

visualization processing visualisation bayesian mcmc hamiltonian-monte-carlo processing-sketch metropolis-hastings brownian-motion slice-sampling adaptive-mcmc no-u-turn-sampler

Updated Apr 8, 2021
Java

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