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BayesForge

Bayesian Inference using 'numpyro' and 'XLA'

v0.0.1 · Jun 8, 2026 · GPL (>= 3)

Description

A high-performance probabilistic programming library that aims to unify the modeling experience by providing an intuitive model-building syntax together with the flexibility of low-level abstraction coding. It also includes pre-built functions for high-level abstraction and supports hardware-accelerated computation for improved scalability, including parallelization, vectorization, and execution on CPU (Central Processing Unit), GPU (Graphics Processing Unit), or TPU (Tensor Processing Unit) using 'JAX' (Just-In-Time compiled Accelerated linear algebra) as the computational backend: Sosa (2026) <doi:10.64898/2026.01.19.700318>.

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r-oldrel-macos-arm64 OK
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Check History

OK 7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

Dependency Network

Dependencies Reverse dependencies reticulate abind BayesForge

Version History

new 0.0.1 Jun 8, 2026