Nested Sampling Python Packages

dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

113K 408 87

anesthetic

Nested Sampling post-processing and plotting

40K 71 19

jaxns

Probabilistic Programming and Nested sampling in JAX

18K 234 20

nestle

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

16K 76 27

nested-fit

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

15K 11 6

cpnest

Parallel nested sampling

13K 31 25

nestcheck

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

10K 17 10

ultranest

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

8K 203 34

nessai

nessai: Nested Sampling with Artificial Intelligence

7K 49 4

bxa

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

2K 68 21

dnest4

Diffusive Nested Sampling

366 73 23

lightspot

Modelization of light curves from spotted stars

297 0 0

paranestamol

A modern gui application for post processing and analysing nested sampling runs

275 2 0

dypolychord

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

265 22 5

nessai-gw

Gravitational-wave specific proposals and reparameterisations for use with nessai

191 3 1

memocell

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

185 1 1

perfectns

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

139 5 1

orbdot

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

101 1 1

gleipnir-ns

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

100 5 2

proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

81 27 4

gpr4im

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

61 8 4