Pyro Discussion Forum (original) (raw)

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The Future of Pyro Announcements The Future of Pyro It’s been almost three years since we released the alpha version of Pyro in November 2017. And what a ride it’s been! We’ve been thrilled to see our user and contributor base continue to grow, with di… 1 6900 October 15, 2020
How to recover original variables after a reparameterization? Misc. 0 3 June 18, 2025
Numpyro producing the exact same value for parameters for every sample 3 16 June 17, 2025
Jit subfunctions of a model? numpyro 1 14 June 17, 2025
`"obs"` reserved sample site name for diagnostics? numpyro 2 10 June 17, 2025
Poutine.scale question when have both global and local variables 8 39 June 13, 2025
Site name clash for model with multiple HSGPs + Tracer leaks with discrete latents numpyro 3 20 June 11, 2025
Mini-batching a particular (many-image) problem structure? numpyro 13 42 June 8, 2025
Unexpected(?) Enumerate Error with AutoNormal numpyro 1 12 June 5, 2025
Hierarchical Time Series Modeling for Data with Different Lengths numpyro 2 55 June 4, 2025
Convergence check of MCMC without recompiling 11 53 June 4, 2025
Broadcasting Error with ⁠numpyro.plate_stack and ⁠dist.Normal - Incompatible Shapes numpyro 0 20 May 30, 2025
Variational inference for matrix normal likelihood with gaussian mixture prior numpyro 2 31 May 27, 2025
Icdf for discrete distributions numpyro 0 13 May 23, 2025
Sgt timeseires model with zero-inflated likelihood numpyro 1 22 May 19, 2025
Does svi.run() work with sharded arrays? numpyro 1 30 May 15, 2025
Error when sampling in MCMC numpyro 2 34 May 15, 2025
Handling external log-likelihood functions for NUTS numpyro 2 22 May 14, 2025
Holding parameters constant numpyro 2 35 May 13, 2025
Convert initial parameters for use in `init_to_value` numpyro 7 51 May 9, 2025
How long should you run SVI for? numpyro 1 35 May 7, 2025
Thank You Pyro Team! Misc. 0 43 May 6, 2025
Probabalistic PCA MCMC 0 25 May 5, 2025
Still getting 50% divergences after affine/linear reparametrization numpyro 0 21 May 3, 2025
Init_to_mean functionality numpyro 4 52 May 3, 2025
NUTS sampling with an array of parameters numpyro 1 22 April 28, 2025
Bad performance Bayesian Convolutional Neural Network Misc. 0 20 April 28, 2025
Hello everyone, I hope you can give me an answer 0 25 April 26, 2025
Scan along a plate? numpyro 6 349 April 26, 2025
Help post,shape problem 0 19 April 25, 2025