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Topic Replies Activity
Welcome to the Pyro Discussion Forum! 2 November 16, 2017
Multiple observations with same value 4 May 28, 2020
Setting constraints and guides on constrained distributions 4 May 27, 2020
MNL model estimated in Pyro has a different result 1 May 19, 2020
Track the evolution of variational parameters (GPLVM) 6 April 15, 2020
ValueError: at site "N_X", invalid log_prob shape Expected [], actual [4096] 5 April 15, 2020
MCMC linear regression - Very low variance 4 April 10, 2020
Gaussian Mixture Model Enumeration in Guide with New Data 1 April 9, 2020
How to write a guide function for neural networks with embedding layers? 9 April 7, 2020
PyroModule, PyroSample, PyroParam and GRU 9 April 1, 2020
Posterior Predictive of Interventional Distributions (do operator) 6 March 30, 2020
Time series modeling in numpyro using MCMC 5 March 30, 2020
How to turn on allow_unused=True through Pyro 3 March 27, 2020
Numpyro + Flax? 5 March 20, 2020
[Pyro Discussion Forum] Confirmation Link 2 March 19, 2020
PyTorch.nn.Embedding causes "RuntimeError one of the variables needed for gradient computation has been modified by an inplace operation" 2 March 18, 2020
Exception has occurred: RuntimeError One of the differentiated Tensors appears to not have been used in the graph. Set allow_unused=True if this is the desired behavior 2 March 18, 2020
Svi.step() crash without any warning or error log 3 March 15, 2020
RuntimeError: One of the differentiated Tensors appears to not have been used in the graph. Set allow_unused=True if this is the desired behavior 2 March 10, 2020
Simple Probablity Estimation 3 March 9, 2020
Pyro.plate in multiple GPUs 2 March 8, 2020
Is Pyro any helpful in correspondence analysis? 2 March 3, 2020
SVI params don't converge 2 March 3, 2020
Estimating log-likelihood in VAE model with importance sampling 3 February 29, 2020
MCMC Sampling Slow for Discrete Bayesian Inference 4 February 25, 2020
Posterior predictive distribution conditioned on new X and y values 4 February 25, 2020
Function AddBackward0 returned an invalid gradient at index 1 - expected type torch.cuda.FloatTensor but got torch.FloatTensor 4 February 21, 2020
Using pyro Inverse AutoRegressive Flow in HMC inference 6 February 19, 2020
Namespace collision for params of GPRegression 3 February 13, 2020
Any convenient way to get the ELBO for each observation? 3 February 7, 2020