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	5840	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	3673	November 16, 2017
Assertion Error during Variational Inference Implementation in Pyro	0	6	April 27, 2024
Sequential importance sampling in CSIS Misc.	1	82	April 25, 2024
Gaussian Process Mixture of Experts Misc.	1	92	April 24, 2024
CPU utilization numpyro	2	106	April 24, 2024
Conditional independence across features within a mixture model Misc.	1	74	April 23, 2024
How can I define a different likelihood function? Misc.	2	44	April 23, 2024
How to confirm the training of Bayesian neural network is converged? Misc.	0	50	April 22, 2024
Question regarding model_0 in HMM tutorial Tutorials	0	42	April 21, 2024
Runtime Error in Pyro Model Training	0	53	April 20, 2024
Hidden Markov Models with Block Diagonal Transition Matrix Misc.	0	66	April 19, 2024
Indexing external dictionary in dynamic model numpyro	5	275	April 19, 2024
Scan smoothes, doesn't forward filter? state-space, forecasting, dynamic linear models numpyro	13	219	April 17, 2024
Cost of instantiating a Numpyro distribution numpyro	3	86	April 17, 2024
Error when running importance.psis_diagnostic() function Misc.	15	386	April 17, 2024
Building a state-space model from which I can sample and interact with inner components	1	96	April 16, 2024
Guide for gaussian process model Tutorials	11	2241	April 16, 2024
Simulated Annealing with NUTS to optimize a jitted potential function numpyro	0	77	April 13, 2024
Dirichlet Multinomial with centered random effects numpyro	2	109	April 13, 2024
Implementing Custom Loss Function in Pyro Misc.	1	89	April 11, 2024
ELPD calculation problem numpyro	0	87	April 10, 2024
How to make my Reparam return the square root of variable?	1	150	April 9, 2024
How to implement Simulated Annealing with NUTS to optimize a jitted potential function Misc.	0	88	April 8, 2024
Question regarding Gaussian mixture model (GMM) using EM algorithm Tutorials	2	139	April 8, 2024
Implementing conditional sampling over sum of variables Misc.	0	78	April 8, 2024
Jax.experimental.sparse for better memory/speed performance? numpyro	10	116	April 8, 2024
JAX error with SVI + autoguide (model works fine with NUTS) numpyro	2	125	April 7, 2024
How to write a guide analogous to AutoNormal Misc.	1	146	April 6, 2024
Numpyro complaining about pmap inside jit?	5	208	April 3, 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…