yell / boltzmann-machines Star 842 Code Issues Pull requests 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
lxuechen / BDMC Star 51 Code Issues Pull requests 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
lollcat / fab-torch Star 39 Code Issues Pull requests Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023. annealed-importance-sampling normalizing-flow boltzmann-distribution boltzmann-generator Updated Mar 11, 2024 Python
robinlau1981 / MarginalLikelihoodEstimator Star 3 Code Issues Pull requests 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