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annealed-importance-sampling

Here are 4 public repositories matching this topic...

yell / boltzmann-machines

Boltzmann Machines in TensorFlow with examples

machine-learning deep-learning tensorflow keras restricted-boltzmann-machine rbm dbm boltzmann-machines mcmc variational-inference gibbs-sampling ais sklearn-compatible tensorflow-models pcd contrastive-divergence-algorithm energy-based-model annealed-importance-sampling

Updated Nov 5, 2021
Jupyter Notebook

lollcat / fab-torch

Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.

annealed-importance-sampling normalizing-flow boltzmann-distribution boltzmann-generator

Updated Mar 11, 2024
Python

lxuechen / BDMC

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

pytorch bayesian-inference mcmc hamiltonian-monte-carlo annealed-importance-sampling bidirectional-monte-carlo

Updated May 14, 2021
Python

robinlau1981 / MarginalLikelihoodEstimator

Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.

bayesian-methods model-selection expectation-maximization-algorithm mixture-model importance-sampling annealed-importance-sampling exoplanet-detection student-s-t-distribution

Updated Oct 12, 2023
MATLAB

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