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Search results for gradient mcmc

14 search results found

MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice

Klara.jl ⭐ 161

MCMC inference in Julia

Machine Learning Numpy ⭐ 84

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

Logdensityproblems.jl ⭐ 34

A common framework for implementing and using log densities for inference.

Implementation of Stochastic Gradient MCMC algorithms

Langevin Mcmc ⭐ 29

Code for SIGGRAPH 2020 paper "Langevin Monte Carlo Rendering with Gradient-based Adaptation"

AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)

sgmcmc: a stochastic gradient MCMC package for R

Pysgmcmc ⭐ 23

Stochastic Gradient MCMC Methods for Tensorflow

Simplemcmc.jl ⭐ 12

basic mcmc sampler implemented in Julia

Sgmcmc_ssm_code ⭐ 8

Python code for SGMCMC for Time Series SSMs

Hasty Hamiltonian ⭐ 6

Speedy gradient-based traversal through parameter space.

Code for the paper Livingstone and Zanella (2019) "On the robustness of gradient-based MCMC"

Codes for "Understanding MCMC Dynamics as Flows on the Wasserstein Space" (ICML-19)

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