PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Gibbs Sampling Python Packages

Python packages with the GitHub topic gibbs-sampling. Sorted by relevance, with stars and monthly downloads.
aesara-devs
aemcmc-nightly

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

17K 39 11
ExaScience
smurff

Bayesian Factorization with Side Information in C++ with Python wrapper

1K 70 13
vangj
pybbn

Inference in Bayesian Belief Networks using Probability Propagation in Trees of Clusters (PPTC) and Gibbs sampling

832 57 16
aesara-devs
aemcmc

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

572 39 11
posterior
distributions

Low-level primitives for collapsed Gibbs sampling in python and C++

402 16 8
dek3rr
hamon

Hamon provides GPU-accelerated block Gibbs, adaptive non-reversible parallel tempering, and full round-trip diagnostics to drive scientific discovery in physics, probabilistic ML, and hard combinatorial problems.

172 1 0
draktr
monte-library

Monte is a set of Monte Carlo methods in Python. The package is written to be flexible, clear to understand and encompass variety of Monte Carlo methods.

115 5 0
koriavinash1
ppgm

Graphical model analysis toolbox.

107 4 0
    • Data from PyPI, GitHub, ClickHouse, and BigQuery