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The Future of Pyro
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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 3123 October 15, 2020
Welcome to the Pyro Discussion Forum!
1 2555 November 16, 2017
Why use this function in HMM tutorial?
Tutorials
1 15 August 14, 2022
Regarding using a custom distribution with HMC
Misc.
2 55 August 14, 2022
Show Numpyro: Class structure for generating large models
numpyro
1 81 August 14, 2022
Unlike time series example, `condition` truncates forecast
numpyro
1 36 August 14, 2022
Question about the relationship between latent in model and guide in VAE example
Tutorials
0 15 August 13, 2022
How to specify log-Pareto-tailed Normal distribution
numpyro
3 24 August 12, 2022
Organizing model components
Misc.
0 25 August 10, 2022
Help with multilinear regression experimental design script
Misc.
4 38 August 10, 2022
Getting Posterior Predictive Samples
Misc.
0 25 August 9, 2022
Create a mini batch loop in VAE
0 19 August 9, 2022
AutoSemiDAIS example
numpyro
2 33 August 9, 2022
Sharding with MCMC consensus getting similar results to full model
numpyro
4 45 August 8, 2022
About VAE in pyro
0 29 August 8, 2022
Debugging model regarding Effect Handlers
Misc.
4 39 August 6, 2022
"Not Implemented Error' for "Relaxed Bernoulli Straight Through" with "Auto Hierarchical Normal Messenger"
Misc.
7 98 August 4, 2022
A Simple 3-Variable Toy Problem
Misc.
0 44 August 3, 2022
Equivalent of `numpyro.substitute` in pyro?
Misc.
10 69 August 3, 2022
Intro Tutorial Linear Regression and Statistical Rethinking
Tutorials
7 50 August 3, 2022
One outlier chain for hyperparameter on some random seeds
numpyro
2 51 August 3, 2022
Defining prior as a mixture of two weighted normal distribution
2 36 August 3, 2022
How to persist a model+posterior and use it as prior for training on new data?
numpyro
2 63 August 2, 2022
Loss issue
Misc.
4 52 August 2, 2022
"Problem whit initial parameters" in bayesian fitting
Misc.
5 32 July 31, 2022
Can't get Numpyro to use GPU on Linux
1 76 July 30, 2022
ClippedAdam with LR Scheduler?
Misc.
5 36 July 28, 2022
Sampling from a posterior with a weighted log-likelihood function
Misc.
2 51 July 28, 2022
Implement own MCMC Kernel
Misc.
1 34 July 25, 2022
Toy regression example infers identical variance for all RVs
numpyro
2 59 July 25, 2022