Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
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Nov 10, 2026 - Python
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Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
Probabilistic Programming and Nested sampling in JAX
bayesian-methods scientific-computing probabilistic-programming nested-sampling model-comparison bayesian-computing jax scientific-machine-learning
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
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
Nested Sampling post-processing and plotting
Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
Diffusive Nested Sampling
Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)
Bayesian fitting package
java modeling history pypi jupyter-notebook exercise hope data-analysis bayesian test-harness nested-sampling evidence calibration-toolbox fitters
nessai: Nested Sampling with Artificial Intelligence
Implementations of single and multi-ellipsoid nested sampling
Proximal Nested Sampling for high-dimensional Bayesian model selection
A straightforward Bayesian data fitting library
fitting data-analysis bayesian-inference bayesian-statistics nested-sampling markov-chain-monte-carlo
Artificial Neural-Net compression and fitting of synthetic spectral grids.
astronomy photometry artificial-neural-networks bayesian-inference spectra nested-sampling cecilia-payne-gaposchkin
Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).
A Bayesian SED synthesis and analysis tool for galaxies and AGNs, featuring an interface optimized for both humans and AI agents.
machine-learning astrophysics galaxies photometry parameter-estimation bayesian-inference spectroscopy spectral-analysis nested-sampling spectral-energy-distribution cli-tool model-comparison astronomy-astrophysics
Error analysis, diagnostic tests and plots for nested sampling calculations.
GPU-accelerated Bayesian galaxy SED fitting in JAX: nested sampling and VI-preconditioned HMC. Tested, documented, MIT.
python astronomy gpu astrophysics bayesian-inference hamiltonian-monte-carlo nested-sampling jwst jax stellar-populations sed-fitting
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