Pyro Discussion Forum

Topic	Replies	Views	Activity
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	6842	October 15, 2020
Trouble Initializing Parameters for SVI numpyro	1	6	April 23, 2025
Stable Update numpyro	1	8	April 22, 2025
Unexpectedly different outcomes when initializing via NUTS or MCMC numpyro	4	40	April 13, 2025
Initialize MCMC with SVI numpyro	4	172	December 20, 2024
[Help pls] Multiple latent GPs but only one f_loc and f_scale_tril Misc.	2	23	April 11, 2025
PhD Positions at Utrecht University in Probabilistic and Differential Programming Opportunity	0	26	April 7, 2025
Feature?: Render model with random param init numpyro	0	20	April 7, 2025
KeyError with svi.init numpyro	1	21	April 6, 2025
Hybrid MCMC + SVI for point-prediction of specific parameters	2	54	April 6, 2025
Extra sampling site in manual guide compared to model numpyro	8	66	March 31, 2025
Why is plate_stack not working for this model? numpyro	4	49	March 26, 2025
Adam optimizer before NUTS?	5	80	March 26, 2025
Reproducing transformed gamma distribution Misc.	0	25	March 21, 2025
Seeking advice on MCMC sampling for an ODE model solved with Diffrax numpyro	4	98	March 21, 2025
GMM SVI with relaxed categorical as latent variables Misc.	1	28	March 20, 2025
Batch processing numpyro models using Ray numpyro	0	42	March 14, 2025
Installing from uv numpyro	1	66	March 12, 2025
Participation Needed: Probabilistic Programming Study	1	46	March 10, 2025
Multilevel modeling with out-of-sample prediction numpyro	1	59	March 1, 2025
Invalid JSB_CHORALES download https link Tutorials	1	19	March 1, 2025
MLIR translation rule for primitive 'celerite2_factor' not found for platform cuda	1	13	March 1, 2025
For loop equivalent in modeling numpyro	2	44	March 1, 2025
Label Switching - GMM numpyro	3	556	February 27, 2025
How the mutable_state value propogate to outer SVIStates? numpyro	2	22	February 21, 2025
Gradient of numerically approximated normalization constants numpyro	5	27	February 20, 2025
The role of reparametrized_params variable in various distributions numpyro	3	446	February 20, 2025
How to differentiate parameters for identical sub-models? Misc.	2	24	February 16, 2025
Is there some tutorials about flax nnx api with numpyro？ numpyro	1	42	February 16, 2025
Using probabilistic model in minimization problem numpyro	1	34	February 12, 2025

The Future of Pyro

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…