mcmc-sampler topic

List mcmc-sampler repositories

zeus

219
Stars
33
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⚡️ zeus: Lightning Fast MCMC ⚡️

Bijectors.jl

188
Stars
31
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Implementation of normalising flows and constrained random variable transformations

emcee

1.4k
Stars
430
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The Python ensemble sampling toolkit for affine-invariant MCMC

queso

57
Stars
40
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QUESO is a C++ library for doing uncertainty quantification. QUESO stands for Quantification of Uncertainty for Estimation, Simulation and Optimization.

PyBGMM

54
Stars
16
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Bayesian inference for Gaussian mixture model with some novel algorithms

UQTk

72
Stars
27
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Sandia Uncertainty Quantification Toolkit

CosmoMC

78
Stars
68
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MCMC parameter sampling code

pocomc

74
Stars
9
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pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

mcmc

23
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0
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Accelerate MCMC algorithm on GPU for Big Data Applications