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Probabilistic Inference Python Packages

Python packages with the GitHub topic probabilistic-inference. Sorted by relevance, with stars and monthly downloads.
pgmpy
pgmpy

Python Toolkit for Causal and Probabilistic Reasoning

455K 3K 1K
ropeless
compiled-knowledge

CompiledKnowledge is a Python package for compiling and querying discrete probabilistic graphical models.

4K 0 0
ML-KULeuven
klaycircuits

Sparse Circuits on the GPU (ICLR2025)

2K 23 3
probcomp
sppl

Probabilistic programming system for fast and exact symbolic inference

747 86 9
kodejuice
arithmetic-compressor

Arithmetic coding library with statistical models like PPM and Context mixing (demonstrating core principles of probabilistic inference, ensemble learning in AI)

698 19 3
april-tools
libcirkit

a python framework to build, learn and reason about probabilistic circuits and tensor networks

555 141 21
ngalioto
mcmc-samplers

A Python package for MCMC sampling.

210 0 0
pgmpy
pgmpy-rcr

A customized fork of pgmpy for RCR library compatibility

189 3K 1K
ngalioto
bside

Bayesian system identification toolbox

103 4 0
    • Data from PyPI, GitHub, ClickHouse, and BigQuery