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pyro-ppl

Deep universal probabilistic programming with Python and PyTorch

pymc

Bayesian Modeling and Probabilistic Programming in Python

tensorflow-probability

Probabilistic reasoning and statistical analysis in TensorFlow

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

sppl

Probabilistic programming system for fast and exact symbolic inference

tfp-nightly

Probabilistic reasoning and statistical analysis in TensorFlow

pymc3

Bayesian Modeling and Probabilistic Programming in Python

pyprobables

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

autofit

PyAutoFit: Classy Probabilistic Programming

funsor

Functional tensors for probabilistic programming

orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

conjugate-prior

Implementation of the conjugate prior table for Bayesian Statistics

jaxns

Probabilistic Programming and Nested sampling in JAX

gpjax

Gaussian processes in JAX and Equinox.

probstructs

Collection of probabilistic data structures - CM-Sketch, ECM-Sketch, exponential histogram

symbolicai

A neurosymbolic perspective on LLMs

blackjax-nightly

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

compiled-knowledge

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

gpjax-nightly

Gaussian processes in JAX and Equinox.

conjugate-models

Fast Bayesian Inference in Python. 50+ conjugate models with vectorized updates, sufficient statistic helpers, built-in plotting, and SciPy integration.

memo-lang

A probabilistic programming language for metacognitive modeling

tablespoon

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

gumbi

Gaussian Process Model Building Interface