nested-sampling
There are 3 repositories under nested-sampling topic.
joshspeagle / dynesty
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
Language:Python 333JohannesBuchner / PyMultiNest
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
Language:Python 189Fit and compare complex models reliably and rapidly. Advanced nested sampling.
Language:Python 131PolyChord / PolyChordLite
Public version of PolyChord: See polychord.co.uk for PolyChordPro
Language:Fortran 81kbarbary / nestle
Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
Language:Python 71eggplantbren / DNest4
Diffusive Nested Sampling
Language:C++ 59handley-lab / anesthetic
Nested Sampling post-processing and plotting
Language:Python 54Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)
Language:Python 50dokester / BayesicFitting
Bayesian fitting package
Language:Jupyter Notebook 47TuringLang / NestedSamplers.jl
Implementations of single and multi-ellipsoid nested sampling
Language:Julia 37- Language:Python 31
- Language:Python 26
- Language:Python 23
astro-informatics / proxnest
Proximal Nested Sampling for high-dimensional Bayesian model selection
Language:Jupyter Notebook 20ejhigson / dyPolyChord
Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).
Language:Python 20- Language:Python 19
- Language:Python 14
- Language:Python 11
Big Data vs. complex physical models - a scalable nested sampling inference algorithm for many data sets
Language:Python 11crlandsc / 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.
Language:MATLAB 10pmocz / nestedsampling-python
Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the model parameters
Language:Python 10Diffusive Nested Sampling like you've never seen it before
Language:C++ 8Pythonic Nested Sampling Development Framework & UltraNest
Language:Python 8- gpr4im
paulassoares / gpr4im
Using GPR as a foreground removal technique for single-dish 21cm intensity mapping.
Language:Jupyter Notebook 8 Calculating information theory quantities since 2017
Language:C++ 7martinit18 / nested_fit
Bayesian data analysis code for evidence and probability distribution calculation based on nested sampling algorithm
Language:Fortran 7pacargile / MINESweeper
Version 2.0 of MINESweeper Isochrone fitting code
Language:Python 7mattpitkin / matlabmultinest
A Matlab nested sampling implementation
Language:MATLAB 6"Perfect" dynamic and standard nested sampling for spherically symmetric likelihoods and priors.
Language:Python 5DarkMachines / pyBAMBI
Resurrecting BAMBI for the pythonic deep learning era
Language:Python 4Metropolis and Nested Sampling in R
Language:R 4omaradesida / hans
Implementation of a nested sampling algorithm taking advantage of David Quigley's hs_alkane package.
Language:Python 4R wrapper for MultiNest
Language:C++ 3appetrosyan / paranestamol
A modern gui application for post processing and analysing nested sampling runs
Language:Python 2LoLab-MSM / Gleipnir
Python toolkit for Bayesian parameter inference, model calibration, and model selection using Nested Sampling
Language:Python 2vlas-sokolov / bayesian-ngc1333
Nested sampling of the GAS DR1 NGC1333 ammonia data
Language:Python 2
