Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
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Jan 6, 2025 - Python
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nested-sampling
Here are 59 public repositories matching this topic...
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
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Jan 5, 2025 - Python
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
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Jan 27, 2025 - Python
Probabilistic Programming and Nested sampling in JAX
bayesian-methods scientific-computing probabilistic-programming nested-sampling model-comparison bayesian-computing jax scientific-machine-learning
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Dec 7, 2024 - Python
Public version of PolyChord: See polychord.co.uk for PolyChordPro
statistics astronomy mpi gfortran cosmology bayesian-inference particle-physics openmpi nested-sampling posterior log-likelihood sampling-methods polychord
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Nov 26, 2024 - Fortran
Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
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Jul 7, 2023 - Python
Diffusive Nested Sampling
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Oct 21, 2024 - C++
Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)
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Nov 13, 2024 - Python
Nested Sampling post-processing and plotting
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Sep 30, 2024 - Python
Bayesian fitting package
java modeling history pypi jupyter-notebook exercise hope data-analysis bayesian test-harness nested-sampling evidence calibration-toolbox fitters
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Dec 11, 2024 - Jupyter Notebook
Implementations of single and multi-ellipsoid nested sampling
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Jan 26, 2025 - Julia
nessai: Nested Sampling with Artificial Intelligence
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Jan 27, 2025 - Python
A straightforward Bayesian data fitting library
fitting data-analysis bayesian-inference bayesian-statistics nested-sampling markov-chain-monte-carlo
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Oct 29, 2024 - Python
Proximal Nested Sampling for high-dimensional Bayesian model selection
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Apr 18, 2024 - Jupyter Notebook
Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).
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May 3, 2020 - Python
Artificial Neural-Net compression and fitting of synthetic spectral grids.
astronomy photometry artificial-neural-networks bayesian-inference spectra nested-sampling cecilia-payne-gaposchkin
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Sep 17, 2024 - Python
Error analysis, diagnostic tests and plots for nested sampling calculations.
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Jul 8, 2023 - Python
Bayesian spectral decomposition and model fitting using Nested Sampling
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Feb 18, 2022 - Python
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.
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Dec 10, 2022 - MATLAB
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