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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 1443 October 15, 2020
Welcome to the Pyro Discussion Forum!
1 1883 November 16, 2017
Using Normalizing Flows for RL-like optimisations very unstable
1 11 June 19, 2021
Get pdfs for individual samples of a batch from a stochastic function
8 32 June 19, 2021
Site names when using nn.Sequential
7 45 June 18, 2021
Hierarchical BNN
numpyro
2 35 June 18, 2021
Bayesian Classification
Misc.
2 37 June 17, 2021
TypeError: guide() got multiple values for argument 'index'
Misc.
2 28 June 17, 2021
Best practice for variational inference of covariance matrices
Misc.
1 33 June 16, 2021
Mini Batching in Pyro
4 60 June 16, 2021
How to calculate probability as correlation matrix?
Tutorials
0 21 June 15, 2021
Understanding weather model
Tutorials
2 53 June 15, 2021
Covariance matrix in Multivariate Normal dist
Misc.
1 23 June 15, 2021
Neural Network with Boosting VI
1 41 June 15, 2021
IndexError with Predictive but not when fitting
5 32 June 15, 2021
How to custom the csv input for prodLDA?
Tutorials
1 19 June 15, 2021
Numpyro and arviz version numbers?
numpyro
2 30 June 13, 2021
Gamma distribution modeling concentration and rate - Predictive error
14 103 June 11, 2021
HyperParameter Optimization in Pyro
4 50 June 11, 2021
Using gibbs_fn with additional parameters
numpyro
6 59 June 11, 2021
Bayesian linear regression with custom layer
1 26 June 10, 2021
Scalability
numpyro
3 65 June 10, 2021
Choice of the likehood density in Bayesian Hierarchical Linear Regression by Carlos Souza
numpyro
1 38 June 9, 2021
Sampling Posterior from Autoguide
Misc.
2 33 June 9, 2021
Efficient computation of "top-k" of categorical sample site
3 50 June 8, 2021
In Pyro, how do infer continuous params in a training step, then a discrete latent conditional on first step?
1 60 June 8, 2021
Issue with optimizing HMM with Gaussian Emissions
6 75 June 8, 2021
Gaussian Process Factor Analysis with Pyro+GPyTorch
Misc.
2 63 June 7, 2021
ADVI in Pyro
2 39 June 7, 2021
How to calculate the mixed normal distribution multiple times simultaneously
3 54 June 5, 2021