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	6721	October 15, 2020
Batching MCMC OOM issue numpyro	0	7	January 22, 2025
Seeking advice on MCMC sampling for an ODE model solved with Diffrax numpyro	0	13	January 21, 2025
Combining/suming hyperpriors in hierarchical model, issues? Misc.	3	12	January 20, 2025
GMM SVI with relaxed categorical as latent variables Misc.	0	9	January 16, 2025
Multivariate Poisson Mixture Model with auto marginalisation Misc.	0	9	January 16, 2025
AutoMultivariateNormal guide and funsor numpyro	0	10	January 16, 2025
How does pyro behave across data sets,Can it maintain uncertainty estimates? Misc.	1	15	January 16, 2025
Where can i show my ideal? Site Feedback	1	36	January 16, 2025
How to reduce the memory usage? numpyro	6	14	January 16, 2025
SVI on a simple model numpyro	1	19	January 15, 2025
How to add penalty for small values of a positive-valued parameter? numpyro	0	12	January 14, 2025
Try to build a scheduler Misc.	1	9	January 14, 2025
Error with enumeration for hierarchy of GLMs Misc.	0	55	January 14, 2025
Numpyro: Sampling from experimental data numpyro	1	19	January 14, 2025
Analagous function to pm.find_MAP() numpyro	1	19	January 14, 2025
Developing a deeper intuition for HMC, connecting the underlying intuition with hamiltons equations Misc.	1	23	January 11, 2025
Specify the covariance of a multivariate Gaussian prior for a bayesian neural network Misc.	0	20	January 10, 2025
Diagnosing convergence for a very simple model numpyro	4	42	January 9, 2025
How to use mcmc for specific BayesianNetwork? numpyro	1	21	January 8, 2025
Latent GP with derivative information Misc.	2	51	January 7, 2025
Assign more weightage to recent years during training numpyro	2	22	January 6, 2025
Less accurate predictions with AutoNormal and AutoMultivariate compared to AutoDelta numpyro	3	60	December 30, 2024
Only the first of multiple identical models will train properly? Misc.	0	20	December 21, 2024
Initialize MCMC with SVI numpyro	4	82	December 20, 2024
Convergence checks on MCMC while sampling without recompiling? numpyro	8	43	December 19, 2024
MCMC for Markov Modulated Poisson Processes numpyro	0	15	December 19, 2024
Marginalize out continuous latent variable (HMC)? numpyro	2	298	December 18, 2024
Log Probability of Guide in Constrained Space numpyro	10	503	December 17, 2024
Putting prior on mean of matrix normal distribution numpyro	0	24	December 16, 2024

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…