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	5798	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	3643	November 16, 2017
Hidden Markov Models with Block Diagonal Transition Matrix Misc.	0	21	April 19, 2024
Indexing external dictionary in dynamic model numpyro	5	245	April 19, 2024
Conditional independence across features within a mixture model Misc.	0	23	April 18, 2024
Scan smoothes, doesn't forward filter? state-space, forecasting, dynamic linear models numpyro	13	185	April 17, 2024
Cost of instantiating a Numpyro distribution numpyro	3	42	April 17, 2024
Error when running importance.psis_diagnostic() function Misc.	15	358	April 17, 2024
Building a state-space model from which I can sample and interact with inner components	1	58	April 16, 2024
CPU utilization numpyro	1	59	April 16, 2024
Guide for gaussian process model Tutorials	11	2203	April 16, 2024
Sequential importance sampling in CSIS Misc.	0	40	April 15, 2024
Simulated Annealing with NUTS to optimize a jitted potential function numpyro	0	40	April 13, 2024
Dirichlet Multinomial with centered random effects numpyro	2	77	April 13, 2024
Gaussian Process Mixture of Experts Misc.	0	50	April 12, 2024
Implementing Custom Loss Function in Pyro Misc.	1	50	April 11, 2024
ELPD calculation problem numpyro	0	57	April 10, 2024
How to make my Reparam return the square root of variable?	1	112	April 9, 2024
How to implement Simulated Annealing with NUTS to optimize a jitted potential function Misc.	0	53	April 8, 2024
Question regarding Gaussian mixture model (GMM) using EM algorithm Tutorials	2	97	April 8, 2024
Implementing conditional sampling over sum of variables Misc.	0	49	April 8, 2024
Jax.experimental.sparse for better memory/speed performance? numpyro	10	72	April 8, 2024
JAX error with SVI + autoguide (model works fine with NUTS) numpyro	2	99	April 7, 2024
How to write a guide analogous to AutoNormal Misc.	1	116	April 6, 2024
Numpyro complaining about pmap inside jit?	5	175	April 3, 2024
Jax ConcretizationTypeError when saving mcmc using dill after running with chain_method='parallel' numpyro	0	88	March 31, 2024
Need suggestion on Pyro AI Framework Implementation Misc.	0	105	March 31, 2024
Pyro not working on GPU even after setting cuda tensor priors Misc.	2	117	March 29, 2024
RL model with numpyro. Assignment issue numpyro	0	120	March 28, 2024
Posterior retrodictive checks Misc.	0	110	March 27, 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…