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nested-sampling

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joshspeagle /dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

monte-carlo model-selection mit-license bayesian-inference pure-python nested-sampling

UpdatedFeb 25, 2025
Python

JohannesBuchner /PyMultiNest

Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.

python monte-carlo nested-sampling

UpdatedJan 5, 2025
Python

JohannesBuchner /UltraNest

Fit and compare complex models reliably and rapidly. Advanced nested sampling.

python monte-carlo parallel-computing model-selection nested-sampling

UpdatedJan 27, 2025
Python

Joshuaalbert /jaxns

Probabilistic Programming and Nested sampling in JAX

bayesian-methods scientific-computing probabilistic-programming nested-sampling model-comparison bayesian-computing jax scientific-machine-learning

UpdatedDec 7, 2024
Python

PolyChord /PolyChordLite

Public version of PolyChord: See polychord.co.uk for PolyChordPro

statistics astronomy mpi gfortran cosmology bayesian-inference particle-physics openmpi nested-sampling posterior log-likelihood sampling-methods polychord

UpdatedMar 18, 2025
Fortran

kbarbary /nestle

Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.

python bayesian-inference nested-sampling

UpdatedJul 7, 2023
Python

eggplantbren /DNest4

Diffusive Nested Sampling

probability probabilistic-programming bayesian-inference nested-sampling markov-chain-monte-carlo

UpdatedOct 21, 2024
C++

JohannesBuchner /BXA

Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)

python model-selection spectroscopy sherpa nested-sampling xspec x-ray-astronomy

UpdatedNov 13, 2024
Python

handley-lab /anesthetic

Nested Sampling post-processing and plotting

numpy pandas samples scipy matplotlib bayesian-inference mcmc nested-sampling fastkde

UpdatedMar 11, 2025
Python

dokester /BayesicFitting

Bayesian fitting package

java modeling history pypi jupyter-notebook exercise hope data-analysis bayesian test-harness nested-sampling evidence calibration-toolbox fitters

UpdatedMar 13, 2025
Jupyter Notebook

TuringLang /NestedSamplers.jl

Implementations of single and multi-ellipsoid nested sampling

bayesian-inference nested-sampling evidence-based nested-samplers

UpdatedFeb 16, 2025
Julia

mj-will /nessai

nessai: Nested Sampling with Artificial Intelligence

python machine-learning pytorch bayesian-inference nested-sampling normalizing-flows bilby

UpdatedMar 5, 2025
Python

johnveitch /cpnest

Parallel nested sampling

python bayesian-inference nested-sampling

UpdatedJul 23, 2024
Python

arm61 /uravu

A straightforward Bayesian data fitting library

fitting data-analysis bayesian-inference bayesian-statistics nested-sampling markov-chain-monte-carlo

UpdatedOct 29, 2024
Python

astro-informatics /proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

model-selection bayesian proximal-algorithms nested-sampling

UpdatedApr 18, 2024
Jupyter Notebook

ejhigson /dyPolyChord

Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).

nested-sampling dynamic-nested-sampling

UpdatedMay 3, 2020
Python

pacargile /ThePayne

Artificial Neural-Net compression and fitting of synthetic spectral grids.

astronomy photometry artificial-neural-networks bayesian-inference spectra nested-sampling cecilia-payne-gaposchkin

UpdatedSep 17, 2024
Python

ejhigson /nestcheck

Error analysis, diagnostic tests and plots for nested sampling calculations.

python bayesian-inference nested-sampling error-analysis dynamic-nested-sampling sampling-error

UpdatedJul 8, 2023
Python

autocorr /nestfit

Bayesian spectral decomposition and model fitting using Nested Sampling

astronomy bayesian-inference nested-sampling spectral-lines

UpdatedFeb 18, 2022
Python

crlandsc /Model-based-Bayesian-DoA-Analysis-for-Sound-Sources-Using-a-Spherical-Microphone-Array

A machine learning algorithm that estimates the directions of arrival and relative levels of an arbitrary number of sound sources using recorded data from a 16-channel spherical microphone array.

bayesian spherical-harmonics nested-sampling beamforming direction-of-arrival slice-sampling

UpdatedDec 10, 2022
MATLAB

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