EliseJ / astroABCLinks
Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.
☆39Updated 5 years ago
Alternatives and similar repositories for astroABC
Users that are interested in astroABC are comparing it to the libraries listed below
Sorting:
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- chapters of a book Hogg will never write☆94Updated 10 months ago
- A list of Python-based MCMC & ABC packages☆123Updated 5 months ago
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆188Updated 3 weeks ago
- Parallel tempering MCMC sampler package written in Python☆58Updated 3 weeks ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Python MCMC Sampler☆33Updated 8 months ago
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆210Updated 10 months ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated 2 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last month
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆241Updated last year
- Diffusive Nested Sampling☆71Updated 2 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆58Updated last year
- Some notes about MCMC☆44Updated 7 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆112Updated 2 months ago
- Dynamic Nested Sampling package for computing Bayesian posteriors and evidences☆392Updated last month
- Kernel Density Estimation and (re)sampling☆62Updated 2 years ago
- DEPRECATED: use dfm/emcee version 3 instead☆21Updated 6 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- A parallel-tempered version of emcee.☆62Updated 2 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- MCMC package for Bayesian data analysis☆59Updated 8 years ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆72Updated 3 years ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated last week
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated 2 years ago
- My CV☆38Updated this week
- Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics☆120Updated last year
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆41Updated last year
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆93Updated 3 months ago