Nested Sampling Python Packages

dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

95K 407 87

anesthetic

Nested Sampling post-processing and plotting

28K 71 19

jaxns

Probabilistic Programming and Nested sampling in JAX

24K 234 19

nestle

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

17K 76 27

cpnest

Parallel nested sampling

14K 31 25

ultranest

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

10K 202 34

nestcheck

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

10K 17 10

nessai

nessai: Nested Sampling with Artificial Intelligence

9K 49 4

nested-fit

Bayesian data analysis code for evidence and probability distribution calculation based on nested sampling algorithm

9K 11 6

bxa

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

2K 67 21

dnest4

Diffusive Nested Sampling

439 73 23

paranestamol

A QtQuick-based nested sampling visualisation tool.

349 2 0

lightspot

Modelization of light curves from spotted stars

266 0 0

dypolychord

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

260 22 5

memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

255 1 1

perfectns

"Perfect" dynamic and standard nested sampling for spherically symmetric likelihoods and priors.

174 5 1

nessai-gw

Gravitational-wave reparameterisations and proposals for nessai

168 3 1

gleipnir-ns

Python toolkit for Bayesian parameter inference, model calibration, and model selection using Nested Sampling

100 5 2

orbdot

A Python package for studying secular evolution of exoplanet orbits using observational data.

97 1 1

proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

71 27 4

gpr4im

Using GPR as a foreground removal technique for single-dish 21cm intensity mapping.

66 8 4