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Projects in Awesome Lists tagged with nested-sampling

A curated list of projects in awesome lists tagged with nested-sampling .

https://github.com/joshspeagle/dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

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

Last synced: 04 May 2025

https://github.com/johannesbuchner/pymultinest

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

monte-carlo nested-sampling python

Last synced: 14 Apr 2025

https://github.com/JohannesBuchner/UltraNest

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

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

Last synced: 04 May 2025

https://github.com/johannesbuchner/ultranest

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

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

Last synced: 05 Apr 2025

https://github.com/kbarbary/nestle

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

bayesian-inference nested-sampling python

Last synced: 10 Apr 2025

https://github.com/handley-lab/anesthetic

Nested Sampling post-processing and plotting

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

Last synced: 04 Apr 2025

https://github.com/johannesbuchner/bxa

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

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

Last synced: 07 May 2025

https://github.com/turinglang/nestedsamplers.jl

Implementations of single and multi-ellipsoid nested sampling

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

Last synced: 11 Mar 2025

https://github.com/chalk-lab/NestedSamplers.jl

Implementations of single and multi-ellipsoid nested sampling

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

Last synced: 04 May 2025

https://github.com/mj-will/nessai

nessai: Nested Sampling with Artificial Intelligence

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

Last synced: 25 Jul 2025

https://github.com/johnveitch/cpnest

Parallel nested sampling

bayesian-inference nested-sampling python

Last synced: 04 Aug 2025

https://github.com/astro-informatics/proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

bayesian model-selection nested-sampling proximal-algorithms

Last synced: 10 Oct 2025

https://github.com/ejhigson/nestcheck

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

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

Last synced: 21 Oct 2025

https://github.com/johannesbuchner/massivedatans

Big Data vs. complex physical models - a scalable nested sampling inference algorithm for many data sets

bayesian-inference big-data monte-carlo nested-sampling parallel-algorithm python

Last synced: 15 Jul 2025

https://github.com/pmocz/nestedsampling-python

Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the model parameters

astrophysics machine-learning nested-sampling radial-velocities scientific-computing tutorial

Last synced: 12 Apr 2025

https://github.com/johannesbuchner/nested-sampling

Pythonic Nested Sampling Development Framework & UltraNest

benchmark-framework integration-methods monte-carlo nested-sampling python

Last synced: 07 Jul 2025

https://github.com/paulassoares/gpr4im

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

cosmology foreground-removal gaussian-processes intensity-maps large-scale-structure-cosmology nested-sampling simulations

Last synced: 14 Dec 2025

https://github.com/eggplantbren/dnest5

Diffusive Nested Sampling like you've never seen it before

bayesian-inference markov-chain-monte-carlo nested-sampling statistics

Last synced: 17 Jul 2025

https://github.com/mattpitkin/matlabmultinest

A Matlab nested sampling implementation

bayesian-inference nested-sampling

Last synced: 25 Jul 2025

https://github.com/lolab-msm/gleipnir

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

bayesian-methods biological-modeling model-selection nested-sampling parameter-estimation python systems-biology

Last synced: 09 May 2025

https://github.com/mj-will/nessai-gw

Gravitational-wave specific proposals and reparameterisations for use with nessai

gravitational-waves nested-sampling

Last synced: 21 Jun 2025

https://github.com/johannesbuchner/pydnest

Python connection to Diffusive Nested Sampling.

monte-carlo nested-sampling python

Last synced: 17 Mar 2025

https://github.com/appetrosyan/paranestamol

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

anesthetic gui nestcheck nested-sampling qt

Last synced: 21 Mar 2025

https://github.com/bilby-dev/nessai-bilby

Interface and plugin for using nessai in bilby

bayesian-inference nested-sampling

Last synced: 20 Aug 2025

https://github.com/johannesbuchner/paper-nested-sampling-stepsampler-comparison

Code accompaning the paper "Comparison of Step Samplers for Nested Sampling"

bayesian-statistics monte-carlo-methods nested-sampling

Last synced: 17 Mar 2025

https://github.com/jacobpclouse/icsi_551_final_project

Final Projects are required for both Graduate Students and PHY 451Y students. Students can choose to work individually or in groups of two to propose, perform, and present a final project for the course. This project will be a project that uses methods taught in this course to solve a data analysis or signal processing problem.

bayesian baysian-inference knuth matlab nested-sampling

Last synced: 01 Mar 2025

https://github.com/johannesbuchner/ultranest-js

Nested Sampling for Javascript applications

bayesian-inference javascript monte-carlo nested-sampling

Last synced: 17 Mar 2025

https://github.com/piras-s/tuningcurvesnestedbayesianinference

Bayesian inference of neural tuning curves using nested sampling (PyMultiNest), with theory, simulation, and diagnostic visualizations.

bayesian-inference data-visualization machine-learning model-evaluation nested-sampling neuroscience pymultinest python3 simulation

Last synced: 10 Oct 2025