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Probabilistic Generative Model Programming

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Logical unification in Python

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Python S-expression emulation using tuple-like objects.

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An implementation of Lisp/Scheme-like cons in Python.

miniKanren

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Relational programming in Python

aeppl-nightly

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PPL tools for Aesara

aesara-nightly

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A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

aesara

Last released Aug 28, 2024

A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

aemcmc-nightly

Last released Feb 19, 2024

Miscellaneous MCMC samplers written in Aesara

aeppl

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PPL tools for Aesara

aemcmc

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Miscellaneous MCMC samplers written in Aesara

aehmc

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HMC samplers in Aesara

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HMC samplers in Aesara

pymc3-hmm

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Hidden Markov Models in PyMC3

hydiomatic

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adderall

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monaxhyd

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Theano-PyMC Archived

Last released Jan 22, 2021

Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.