Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: nested-sampling

Repositories

johnveitch/cpnest

Parallel nested sampling

Language: Python - Size: 1.13 MB - Last synced: about 15 hours ago - Pushed: 1 day ago - Stars: 26 - Forks: 25

eggplantbren/DNest5

Diffusive Nested Sampling like you've never seen it before

Language: C++ - Size: 219 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 8 - Forks: 1

igomezv/neuralike

Using machine learning to speed-up Bayesian inference.

Language: Python - Size: 2.82 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

martinit18/nested_fit

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

Language: Fortran - Size: 9.53 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 7 - Forks: 3

pacargile/ThePayne

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

Language: Python - Size: 22.1 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 19 - Forks: 3

JohannesBuchner/BXA

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

Language: Python - Size: 54.4 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 50 - Forks: 17

eggplantbren/DNest4

Diffusive Nested Sampling

Language: C++ - Size: 7.04 MB - Last synced: 3 days ago - Pushed: about 1 year ago - Stars: 60 - Forks: 21

dokester/BayesicFitting

Bayesian fitting package

Language: Jupyter Notebook - Size: 40.4 MB - Last synced: 6 days ago - Pushed: 18 days ago - Stars: 48 - Forks: 8

TuringLang/NestedSamplers.jl

Implementations of single and multi-ellipsoid nested sampling

Language: Julia - Size: 13.7 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 37 - Forks: 8

handley-lab/anesthetic

Nested Sampling post-processing and plotting

Language: Python - Size: 8.36 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 54 - Forks: 15

JohannesBuchner/UltraNest

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

Language: Python - Size: 156 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 131 - Forks: 24

JohannesBuchner/ultranest-js

Nested Sampling for Javascript applications

Language: JavaScript - Size: 227 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

mj-will/nessai

nessai: Nested Sampling with Artificial Intelligence

Language: Python - Size: 3.05 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 31 - Forks: 3

astro-informatics/proxnest

Proximal Nested Sampling for high-dimensional Bayesian model selection

Language: Jupyter Notebook - Size: 15.9 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 20 - Forks: 3

kbarbary/nestle

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

Language: Python - Size: 2.38 MB - Last synced: 10 days ago - Pushed: 11 months ago - Stars: 71 - Forks: 27

joshspeagle/dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

Language: Python - Size: 141 MB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 333 - Forks: 73

JohannesBuchner/PyMultiNest

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

Language: Python - Size: 2.04 MB - Last synced: 4 days ago - Pushed: 6 months ago - Stars: 189 - Forks: 87

PolyChord/PolyChordLite

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

Language: Fortran - Size: 1.48 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 81 - Forks: 26

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: about 1 month ago - Pushed: over 4 years ago - Stars: 11 - Forks: 4

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: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

paulassoares/gpr4im

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

Language: Jupyter Notebook - Size: 130 MB - Last synced: 19 days ago - Pushed: over 2 years ago - Stars: 8 - Forks: 4

mauricelanghinrichs/memocell

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

Language: Python - Size: 55.4 MB - Last synced: 3 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 1

autocorr/nestfit

Bayesian spectral decomposition and model fitting using Nested Sampling

Language: Python - Size: 2.61 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 11 - Forks: 2

matthewghgriffiths/nestedbasinsampling

Language: Python - Size: 15.2 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

MLK97/Cumulative-Concentration-Time-Series

NUTS + Nested Sampling Model for Cumulative Concentration Time Series

Language: R - Size: 7.81 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

arm61/uravu

A straightforward Bayesian data fitting library

Language: Python - Size: 1.67 MB - Last synced: 26 days ago - Pushed: 7 months ago - Stars: 23 - Forks: 5

ejhigson/nestcheck

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

Language: Python - Size: 449 KB - Last synced: 10 days ago - Pushed: 11 months ago - Stars: 14 - Forks: 10

ejhigson/dyPolyChord

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

Language: Python - Size: 288 KB - Last synced: 25 days ago - Pushed: about 4 years ago - Stars: 20 - Forks: 5

dhuppenkothen/atrytone

Language: TeX - Size: 14 MB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 0 - 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: about 1 year ago - Pushed: over 1 year ago - Stars: 7 - 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: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

Francesco-Zeno-Costanzo/IATBDP

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

Language: Python - Size: 2.05 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

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: 6 months ago - Pushed: 6 months ago - Stars: 4 - Forks: 1

appetrosyan/LCDM-NS 📦

Cosmological Parameter estimation using Bayesian Machine Learning

Language: Python - Size: 33.4 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

nested-sampling 51 bayesian-inference 28 python 14 monte-carlo 10 markov-chain-monte-carlo 6 model-selection 6 bayesian-statistics 6 bayesian 5 astronomy 5 data-analysis 4 dynamic-nested-sampling 3 polychord 3 mcmc 3 statistics 3 machine-learning 2 pure-python 2 cosmology 2 r 2 spectral-lines 2 information-theory 2 artificial-neural-networks 2 parameter-estimation 2 torch 2 biological-modeling 2 integration-methods 2 markov-chain 1 julia-language 1 fit 1 monte-carlo-methods 1 markov-model 1 master-equation 1 spherical-harmonics 1 slice-sampling 1 direction-of-arrival 1 beamforming 1 data-science 1 cricket 1 sampling-error 1 statistical-inference 1 error-analysis 1 probabilistic-models 1 fitting 1 stan 1 nuts 1 pele 1 heat-capacity 1 stochastic-models 1 stochastic-processes 1 sourcegenerator 1 source-finding 1 mcmc-sampler 1 firefly-algorithm 1 benchmark-framework 1 mutual-information 1 entropy 1 astrophysics 1 spotted-stars 1 bayesian-data-analysis 1 qt 1 nestcheck 1 gui 1 anesthetic 1 stellar-modeling 1 mist-models 1 metropolis-hastings 1 systems-biology 1 bayesian-methods 1 multinest 1 likelihood 1 sequential-monte-carlo 1 inference 1 superposition 1 stochastic 1 posterior-repartitioning 1 statistical-mechanics 1 simulation 1 hard-spheres 1 sir-model 1 pandas 1 numpy 1 matplotlib 1 fastkde 1 nested-samplers 1 evidence-based 1 test-harness 1 pypi 1 modeling 1 jupyter-notebook 1 java 1 hope 1 history 1 fitters 1 exercise 1 evidence 1 calibration-toolbox 1 probability 1 probabilistic-programming 1 xspec 1 x-ray-astronomy 1 spectroscopy 1