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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 1960 October 15, 2020
Welcome to the Pyro Discussion Forum!
1 2058 November 16, 2017
How efficient is Bayesian imputation?
numpyro
3 27 October 23, 2021
Questions about Funsors paper
Misc.
8 126 October 23, 2021
Making a for-loop more efficient
numpyro
20 139 October 23, 2021
Variable length sequences and masking
3 30 October 23, 2021
CAVI + ADVI mixed approach
numpyro
0 20 October 22, 2021
LinearHMM Reparameterization Reference
1 16 October 22, 2021
Unable to fit arbitrary mixture model
Misc.
2 31 October 22, 2021
How to implement beta vae and MSE loss
Misc.
1 17 October 22, 2021
Variational Autoencoder - custom loss
numpyro
1 15 October 22, 2021
Problems using the cyclic scheduler
1 18 October 21, 2021
Fitted values do not respect the specified constraints in the guide
Misc.
1 16 October 21, 2021
Model won't run using multiprocessing starmap
numpyro
3 21 October 21, 2021
Sampling from the posterior
numpyro
1 20 October 21, 2021
Generalizing mixture model
Misc.
1 41 October 21, 2021
Latents in DMM Model
Misc.
14 81 October 20, 2021
Predictive and sigma
numpyro
1 24 October 20, 2021
Very slow NUTS HMC
Misc.
1 28 October 18, 2021
Definition of a stochastic function
numpyro
1 26 October 20, 2021
Forecasting with a stochastic volatility model in numpyro
numpyro
15 57 October 20, 2021
Simple (academic) likelihood for NestedSampler
numpyro
6 49 October 19, 2021
Posterior predictive when N is different
numpyro
1 22 October 19, 2021
Multiple function observations of the same Gaussian process
Misc.
0 19 October 19, 2021
Fluctuating ELBO loss and querying the optimal parameters
Misc.
0 14 October 18, 2021
Scan + Condition + TransformReparam
numpyro
4 22 October 18, 2021
Model low probabilities with Dirichlet
numpyro
5 50 October 18, 2021
MaskedDistribution
Misc.
2 23 October 18, 2021
Model with fixed effects
Misc.
2 39 October 16, 2021
Parameter collapse training with amortized guide
7 36 October 15, 2021