Write probabilistic models in JAX with Equinox and NumPyro on pyrox — modules that own their sample / param sites, kernels with priors and guides, exact / sparse / Markov / multi-output GPs, Bayesian layers, ensemble MAP / VI, latent Gaussian models with INLA — instead of hand-wiring numpyro.sample into Equinox modules.
Not in a marketplace yet, so it loads for one session with --plugin-dir.
Plugin pyrox in jejjohnson/pyrox. Commands read from the repo's manifest — yesterday.
bayesian-models-with-pyroxBuild Bayesian / probabilistic models in JAX with Equinox and NumPyro on pyrox — Equinox modules that own NumPyro sample and param sites, kernels with priors and per-parameter guides, exact / sparse / Markov / multi-output / non-Gaussian GPs, Bayesian neural-network layers, ensemble MAP / VI, and la
pyrox-reuse-reviewerRead-only reviewer for JAX projects that use (or could use) pyrox. Checks a diff or a set of files for probabilistic-model code that re-implements what pyrox, pyrox-gp, pyrox-nn or pyrox-lgm already provide — numpyro.sample wired by hand into Equinox modules, hand-written GP marginal likelihoods and
Problems found in this repo's manifests
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