Alternatives and similar repositories for MCMC

Users that are interested in MCMC are comparing it to the libraries listed below

• sanjibs / bmcmc
  MCMC package for Bayesian data analysis
  ☆59Updated 8 years ago
• kbarbary / nestle
  Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
  ☆74Updated 3 weeks ago
• eggplantbren / DNest4
  Diffusive Nested Sampling
  ☆71Updated last month
• davidwhogg / mcmc
  Some notes about MCMC
  ☆44Updated 7 years ago
• brandonckelly / carma_pack
  MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.
  ☆41Updated last year
• jakevdp / BayesianAstronomy
  Bayesian Methods in Astronomy workshop, presented at AAS227
  ☆123Updated 9 years ago
• bfarr / kombine
  A kernel-density-based, embarrassingly parallel ensemble sampler
  ☆34Updated 3 years ago
• LocalGroupAstrostatistics2015 / MachineLearning
  Materials for the Wednesday Afternoon Machine Learning workshop
  ☆18Updated 10 years ago
• JohannesBuchner / PyMultiNest
  Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
  ☆209Updated 9 months ago
• davidwhogg / DataAnalysisRecipes
  chapters of a book Hogg will never write
  ☆94Updated 10 months ago
• JohannesBuchner / MultiNest
  MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…
  ☆67Updated 2 years ago
• guangtunbenzhu / NonnegMFPy
  Vectorized Nonnegative Matrix Factorization with heteroscedastic uncertainties and missing data
  ☆32Updated last year
• LiyrAstroph / CDNest
  MPI-based C and Python version of the DNest code (https://github.com/eggplantbren/DNest3) with modifications.
  ☆11Updated 5 months ago
• ixkael / Prob-tools
  ☆16Updated 5 years ago
• dstndstn / tractor
  The Tractor: measuring astronomical sources via probabilistic inference
  ☆89Updated last week
• tholoien / XDGMM
  A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.
  ☆25Updated 2 years ago
• astropy / pyregion
  ds9 region parser for python
  ☆41Updated 2 weeks ago
• rsnemmen / BCES
  Python module for performing linear regression for data with measurement errors and intrinsic scatter
  ☆61Updated last year
• timothydmorton / isochrones
  Pythonic stellar model grid access; easy MCMC fitting of stellar properties
  ☆130Updated last year
• dfm / emcee3
  DEPRECATED: use dfm/emcee version 3 instead
  ☆21Updated 6 years ago
• jobovy / code-packaging-minicourse
  Materials for a mini-course on code development and packaging
  ☆23Updated last month
• astroML / gatspy
  General tools for Astronomical Time Series in Python
  ☆88Updated last year
• lofar-astron / PyBDSF
  Python Blob Detector and Source Finder
  ☆54Updated this week
• pcubillos / mc3
  Python MCMC Sampler
  ☆33Updated 8 months ago
• daniel-muthukrishna / astrodash
  Deep learning for the automated spectral classification of supernovae
  ☆39Updated 2 years ago
• iancze / PSOAP
  Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."
  ☆31Updated 7 years ago
• bccp / nbodykit
  Analysis kit for large-scale structure datasets, the massively parallel way
  ☆114Updated 2 months ago
• pmelchior / scarlet
  hyperspectral galaxy modeling and deblending
  ☆56Updated last year
• KIPAC / StatisticalMethods
  Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics
  ☆121Updated 11 months ago
• 1313e / PRISM
  An alternative to MCMC for rapid analysis of models
  ☆46Updated 4 years ago