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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 1827 October 15, 2020
Welcome to the Pyro Discussion Forum!
1 2003 November 16, 2017
Hierarchical ordinal model - for loop vs. plate
numpyro
6 68 September 16, 2021
How to compute the uncertainty from the guide (epistemic uncertainty of BNN)?
Misc.
0 19 September 15, 2021
Ignore certain parameters when calculating ELBO
Misc.
0 17 September 15, 2021
Mixture model
0 21 September 15, 2021
Creating a custom distribution in NumPyro
Misc.
2 24 September 15, 2021
How to speed up Predictive
numpyro
1 27 September 14, 2021
Model inputs as parameters of a distribution
0 22 September 14, 2021
Forecaster module in Pyro
0 21 September 14, 2021
How to implement Left-to-Right HMM from example HMM codes
Misc.
2 26 September 14, 2021
How do I combine AutoGuideList with a custom guide?
Misc.
3 29 September 13, 2021
Advice on forecast cross-validation
numpyro
0 23 September 13, 2021
Predicting a Low-Frequency Discrete Latent Variable
Misc.
0 26 September 12, 2021
Factor vs constraint on centered and decentered parameterizations
numpyro
3 32 September 10, 2021
Discrete Inference with TraceGraph_ELBO
numpyro
5 76 September 10, 2021
Subsampling in nested plate with varying size
Misc.
4 44 September 9, 2021
Prediction in pyro
Misc.
0 38 September 9, 2021
Sample from the Deep Markov Model (DMM)
Tutorials
3 966 September 8, 2021
How to forecast many related time series?
numpyro
9 65 September 8, 2021
Gaussian Process model with different lengthscale
Misc.
7 115 September 8, 2021
Generation network in CVAE, p(y|z) or p(y|x, z)?
Tutorials
1 31 September 8, 2021
Marginal probabilities from HMM Viterbi
3 54 September 8, 2021
Improving performance of imputation by pruning
numpyro
2 33 September 7, 2021
Correct way of specifying guide in BNN
5 316 September 6, 2021
Implementing Bayesian Variable Selection with pyro
Misc.
10 82 September 4, 2021
Why the n_samples in SVI is DEPRECATED?
Misc.
1 42 September 3, 2021
Time Series Forecasting concept check
Misc.
2 80 September 3, 2021
Specifying gamma distribution GLM
Misc.
3 46 September 3, 2021
Prior on multiple parameters
numpyro
4 66 September 3, 2021