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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…

2 1105 April 1, 2021
Welcome to the Pyro Discussion Forum!
1 1788 November 16, 2017
Deterministic values to not end up in MCMC sampling
2 15 April 12, 2021
Problem in implementing a Dirichlet and categorical conjugate prior
Misc.
2 27 April 12, 2021
Intuition for the difference between the two HMM tutorials (forward algo. vs marginalization)
numpyro
2 14 April 12, 2021
Architecture of the network used in Pyro normalizing flows
Tutorials
1 28 April 12, 2021
High-dimensional GPs with pyro
Misc.
1 22 April 12, 2021
Non-centered latent variable GP
numpyro
1 16 April 12, 2021
Modify LDA (Latent Dirichlet Allocation) on Binary Observation
Tutorials
8 109 April 11, 2021
Parent nodes with missing data
Misc.
11 243 April 10, 2021
NUTS ignores conditioning
Misc.
2 18 April 9, 2021
Nested inference and site names in numpyro
numpyro
13 68 April 9, 2021
Parallelization, plate and ODEs
numpyro
3 30 April 9, 2021
MAP Estimates of Parameters Converge to Mode of Prior Distributions when using a 'Black-Box' Model
Misc.
0 20 April 9, 2021
Multiple sparse, latent, partially observed Gaussian Processes with variational mini-batch inferencing in the context of a mixed effects model
Misc.
7 57 April 9, 2021
Chains in Parallel slows down per-chain time
numpyro
4 78 April 7, 2021
Save only a subset of latent variables in MCMC?
1 28 April 5, 2021
PSIS Diagnostics with Numpyro
1 55 April 5, 2021
Can't make a simple classification model work
Misc.
0 26 April 5, 2021
Why does my Bernoulli Distribution p out of [0,1] when using constraints.interval(.0,1.) with pyro.param()?
Misc.
1 25 April 5, 2021
Jax weak_type error
numpyro
1 28 April 3, 2021
Learning causal model (Causal Bayesian Networks) in the form of collider
Misc.
0 36 April 3, 2021
Non-standard likelihoods
2 25 April 2, 2021
Best way to vectorize using pyro.plate
Misc.
2 54 March 31, 2021
Hierarchical model hyperparameter for sampling the covariance matrix per site from the LKJ distribution
Misc.
4 38 March 30, 2021
MCMC sampling breaks down for Poisson regression and high means
2 25 March 30, 2021
Stochastic Block Model using Pyro
10 277 March 29, 2021
AR(p) in numpyro?
4 140 March 26, 2021
Why does my inferenced probability larger than 1 in categorical distribution?
Misc.
3 53 March 26, 2021
Multivariate observed - dimensions get mixed up in the posterior predictive?
numpyro
5 61 March 24, 2021