Open Gabriel-p opened 5 years ago
Hello,
Could you please add ABCpy to the list? It is a Python library mainly for Approximate Bayesian Computation, implementing several algorithms. Features include: automatic summary statistics learning with linear regression or neural networks, easy parallelization with MPI or Spark and hierarchical model support.
Repository: https://github.com/eth-cscs/abcpy Docs: https://abcpy.readthedocs.io/en/v0.5.7/ Article: https://arxiv.org/abs/1711.04694
Hi @LoryPack, the package has been added. Thank you for reporting it!
Cheers
This is a really nice list!
CheKiPEUQ is a pythonMCMC code for Parameter estimation for complex physical problems. The CheKiPEUQ software provides tools for finding physically realistic parameter estimates, graphs of the parameter estimate positions within parameter space, and plots of the final simulation results.
Features:
Repository: https://github.com/AdityaSavara/CheKiPEUQ Article: https://chemistry-europe.onlinelibrary.wiley.com/doi/abs/10.1002/cctc.202000953
Done, thank you for the contribution @AdityaSavara!
General list of python MCMC packages in Github: https://github.com/search?l=Python&o=asc&q=mcmc&s=updated&type=Repositories