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Aesara

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7 repositories

aesara
Public archive
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
theano automatic-differentiation transpiler tensors symbolic-computation optimizing-compiler optimizing-compilers aesara term-rewriting-system
Python
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Other
•153•1.2k•284•46•Updated Nov 15, 2024Nov 15, 2024
aeppl
Public archive
Tools for an Aesara-based PPL.
statistics probability symbolic-computation ppl bayesian-statistics term-rewriting modeling-and-simulation
Python
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MIT License
•20•67•38•6•Updated Oct 28, 2024Oct 28, 2024
aemcmc
Public archive
AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
mcmc symbolic-computation ppl hmc gibbs-sampling term-rewriting samplers
Python
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MIT License
•11•39•29•4•Updated Oct 23, 2023Oct 23, 2023
aehmc
Public archive
An HMC/NUTS implementation in Aesara
mcmc symbolic-computation hmc nuts
Python
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MIT License
•6•31•6•1•Updated Jun 22, 2023Jun 22, 2023
.github
Public archive
The Aesara Project includes Aesara, AeHMC, AeMCMC, AePPL
1•4•0•0•Updated Mar 20, 2023Mar 20, 2023
aesara-probability
Public archive
Formalize the representation of random variables and measures in Aesara
TeX
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GNU General Public License v3.0
•2•6•0•0•Updated Dec 3, 2022Dec 3, 2022
aesara-repo
Public archive
A template for aesara-devs repositories
Python
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MIT License
•0•2•0•0•Updated Aug 24, 2021Aug 24, 2021