nested-sampling | Topic | Ecosyste.ms: Repos

Topic: "nested-sampling"

joshspeagle/dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

Language: Python - Size: 143 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 379 - Forks: 85

JohannesBuchner/PyMultiNest

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

Language: Python - Size: 2.08 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 200 - Forks: 91

Joshuaalbert/jaxns

Probabilistic Programming and Nested sampling in JAX

Language: Python - Size: 51.5 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 181 - Forks: 14

JohannesBuchner/UltraNest

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

Language: Python - Size: 167 MB - Last synced at: 3 days ago - Pushed at: 16 days ago - Stars: 180 - Forks: 31

PolyChord/PolyChordLite

Public version of PolyChord: See polychord.co.uk for PolyChordPro

Language: Fortran - Size: 1.48 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 86 - Forks: 28

kbarbary/nestle

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

Language: Python - Size: 2.38 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 74 - Forks: 27

eggplantbren/DNest4

Diffusive Nested Sampling

Language: C++ - Size: 7.09 MB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 69 - Forks: 23

JohannesBuchner/BXA

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

Language: Python - Size: 80 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 61 - Forks: 19

handley-lab/anesthetic

Nested Sampling post-processing and plotting

Language: Python - Size: 8.6 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 60 - Forks: 17

dokester/BayesicFitting

Bayesian fitting package

Language: Python - Size: 41.4 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 54 - Forks: 8

chalk-lab/NestedSamplers.jl

Implementations of single and multi-ellipsoid nested sampling

Language: Julia - Size: 34.6 MB - Last synced at: 4 days ago - Pushed at: 28 days ago - Stars: 47 - Forks: 10

mj-will/nessai

nessai: Nested Sampling with Artificial Intelligence

Language: Python - Size: 3.86 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 40 - Forks: 4

johnveitch/cpnest

Parallel nested sampling

Language: Python - Size: 1.1 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 29 - Forks: 26

arm61/uravu

A straightforward Bayesian data fitting library

Language: Python - Size: 1.67 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 26 - Forks: 4

astro-informatics/proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 4

ejhigson/dyPolyChord

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

Language: Python - Size: 288 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 22 - Forks: 5

pacargile/ThePayne

Artificial Neural-Net compression and fitting of synthetic spectral grids.

Language: Python - Size: 22.2 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 20 - Forks: 3

ejhigson/nestcheck

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

Language: Python - Size: 449 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 10

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

Language: Python - Size: 443 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 4

autocorr/nestfit

Bayesian spectral decomposition and model fitting using Nested Sampling

Language: Python - Size: 2.61 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 2

JohannesBuchner/massivedatans

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

Language: Python - Size: 2.27 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 4

martinit18/nested_fit

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

Language: Fortran - Size: 20 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 9 - Forks: 5

eggplantbren/DNest5

Diffusive Nested Sampling like you've never seen it before

Language: C++ - Size: 145 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 8 - Forks: 1

paulassoares/gpr4im

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

Language: Jupyter Notebook - Size: 130 MB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 4

pacargile/MINESweeper

Version 2.0 of MINESweeper Isochrone fitting code

Language: Python - Size: 29.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

crlandsc/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 - Size: 3.24 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

eggplantbren/InfoNest

Calculating information theory quantities since 2017

Language: C++ - Size: 1.4 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 0

JohannesBuchner/nested-sampling

Pythonic Nested Sampling Development Framework & UltraNest

Language: Python - Size: 215 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 4

mattpitkin/matlabmultinest

A Matlab nested sampling implementation

Language: MATLAB - Size: 49.8 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 4

ejhigson/perfectns

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

Language: Python - Size: 376 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

mj-will/nessai-gw

Gravitational-wave specific proposals and reparameterisations for use with nessai

Language: Python - Size: 78.1 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1

omaradesida/hans

Implementation of a nested sampling algorithm taking advantage of David Quigley's hs_alkane package.

Language: Python - Size: 1.33 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

eggplantbren/NS_731

Metropolis and Nested Sampling in R

Language: R - Size: 23.4 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 1

LoLab-MSM/Gleipnir

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

Language: Python - Size: 359 KB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

DarkMachines/pyBAMBI

Resurrecting BAMBI for the pythonic deep learning era

Language: Python - Size: 159 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 5

JohannesBuchner/RMultiNest

R wrapper for MultiNest

Language: C++ - Size: 148 KB - Last synced at: 3 months ago - Pushed at: about 10 years ago - Stars: 3 - Forks: 0

igomezv/neuralike

Using machine learning to speed-up Bayesian inference.

Language: Python - Size: 2.83 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

appetrosyan/paranestamol

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

Language: Python - Size: 190 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

vlas-sokolov/bayesian-ngc1333

Nested sampling of the GAS DR1 NGC1333 ammonia data

Language: Python - Size: 63.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 3

JohannesBuchner/PyDNest

Python connection to Diffusive Nested Sampling.

Language: Python - Size: 121 KB - Last synced at: 3 months ago - Pushed at: over 11 years ago - Stars: 2 - Forks: 3

bilby-dev/nessai-bilby

Interface and plugin for using nessai in bilby

Language: Python - Size: 33.2 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1

mauricelanghinrichs/memocell

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

Language: Python - Size: 55.4 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

JohannesBuchner/paper-nested-sampling-stepsampler-comparison

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

Language: Python - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

appetrosyan/LCDM-NS 📦

Cosmological Parameter estimation using Bayesian Machine Learning

Language: Python - Size: 33.4 MB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

vlas-sokolov/pyspecnest

Nested sampling of pyspeckit models with PyMultiNest.

Language: Python - Size: 47.9 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

HopeMoloko/FireFly

FireFly - A Bayesian approach to source finding in Astronomical data.

Language: Python - Size: 37.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

matthewghgriffiths/nestedbasinsampling

Language: Python - Size: 15.2 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

simonehagey/orbdot

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

Language: Python - Size: 5.82 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 1

ErnstNnbr2/Probabilistic-data-reconciliation-steady-state

Developing and comparing statistical methods for steady state data reconciliation

Language: Jupyter Notebook - Size: 263 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Piras-S/TuningCurvesNestedBayesianInference

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

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

robkavanagh/magnetic-geometry-retrieval

Magnetic geometry retrieval framework presented in Kavanagh et al. (2024).

Language: Python - Size: 237 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

sag2021/bayesian_nested_sampling

Implementation of nested sampling method

Language: Python - Size: 44.9 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Francesco-Zeno-Costanzo/IATBDP

repository per codici per il corso di introduzione alla teoria bayesiana della probabilità

Language: Python - Size: 2.19 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

dioph/lightspot

Modelization of light curves from spotted stars

Language: Python - Size: 568 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

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.

Language: MATLAB - Size: 14.6 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0