The Python ensemble sampling toolkit for affine-invariant MCMC
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Mar 3, 2025 - Python
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mcmc-sampler
Here are 26 public repositories matching this topic...
⚡️ zeus: Lightning Fast MCMC ⚡️
python machine-learning inference sampling bayesian-inference general-purpose mcmc mcmc-sampler sampling-methods probabilistic-data-analysis black-box-bayesian-inference
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Feb 18, 2024 - Python
Code for Bayesian Analysis
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Mar 5, 2025 - Python
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
python machine-learning astronomy inference cosmology astrophysics sampling bayesian-inference smc general-purpose mcmc mcmc-sampler normalizing-flows sampling-methods probabilistic-data-analysis black-box-bayesian-inference cosmology-inference
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Feb 6, 2025 - Python
Bayesian inference for Gaussian mixture model with some novel algorithms
machine-learning gaussian-mixture-models bayesian-inference mixture-model mcmc-sampler crp pcrp finite-mixture infinite-mixture subcrp
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May 28, 2018 - Python
Markov Chain Monte Carlo MCMC methods are implemented in various languages (including R, Python, Julia, Matlab)
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Jun 20, 2023 - Python
Bayesian Inference. Parallel implementations of DREAM, DE-MC and DRAM.
python mpi inference bayesian bayesian-inference dram mcmc bayesian-optimization mpi4py mcmc-sampler dream gaussian-process-regression mcmc-sampling
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Sep 8, 2020 - Python
cronus: MCMC + MPI MADE EASY
python machine-learning inference sampling bayesian-inference general-purpose mcmc mcmc-sampler sampling-methods probabilistic-data-analysis black-box-bayesian-inference
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Mar 4, 2021 - Python
Python information for Adaptive Rejection Sampling (ARS)
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May 4, 2017 - Python
Python implementation (from scratch) of some MCMC samplers that can leverage pyTorch's autodifferentiation (with examples).
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Oct 18, 2020 - Python
Problem Solving With AI Approaches: Heuristic Searches, Statistical Classifications
python viterbi-algorithm constraint-satisfaction-problem naive-bayes-classifier neural-networks graph-search game-playing mcmc-sampler
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Apr 12, 2018 - Python
Code for the ICLR 2025 paper: "Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks"
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Feb 27, 2025 - Python
My works for EE 511 - Simulation Methods For Stochastic Systems - Spring 2018 - Graduate Coursework at USC - Dr. Osonde A. Osoba
python monte-carlo probability-distribution expectation-maximization gaussian-mixture-models bag-of-words monte-carlo-integration optimization-algorithms stochastic-processes ee511 mcmc-sampler gaussian-distribution monte-carlo-sampling travelling-salesman-problem k-means-clustering bernoulli-distribution networkx-graph exponential-distributions pi-estimator
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Jun 6, 2018 - Python
Hamiltonian Monte Carlo (HMC) sampling method in Python3, based on the original paper: Simon Duane, Anthony D. Kennedy, Brian J. Pendleton and Duncan Roweth (1987). "Hybrid Monte Carlo". Physics Letters B. 195 (2): 216–222.
statistics monte-carlo python3 bayesian-inference stochastic-differential-equations hmc mcmc-sampler ornstein-uhlenbeck-process
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Sep 30, 2024 - Python
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Jul 23, 2018 - Python
Parallel Bayesian inference for decomposable graphical models.
markov bayesian-network graphical-models mcmc-sampler metropolis-hastings decomposable-graphical-models chordal
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Jan 20, 2024 - Python
Bayesian inference on monthly sunspot data to find Jupiter's influence
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Aug 30, 2023 - Python
Markov Chain Monte Carlo methods.
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Mar 24, 2019 - Python
FireFly - A Bayesian approach to source finding in Astronomical data.
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Feb 12, 2020 - Python
Running Monte Carlo - Markov Chain algorithm on synthesized spectral models made by CLOUDY to compare them with data from CECILIA survey
python astronomy physics markov astrophysics mcmc spectroscopy spectral-analysis statistical-models mcmc-sampler emcee monte cloudy spectral-normalization mcmc-methods mcmc-sampling cecilia corner-plot cloudy-models
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Jul 11, 2024 - Python
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