Topic Replies Activity
Welcome to the Pyro Discussion Forum! 2 November 16, 2017
PyroModule, PyroSample, PyroParam and GRU 4 March 28, 2020
Distribution is converging to the mean 9 March 28, 2020
Time series modeling in numpyro using MCMC 3 March 28, 2020
How to write a guide function for neural networks with embedding layers? 6 March 27, 2020
How to turn on allow_unused=True through Pyro 3 March 27, 2020
Piecewise regression with TraceEnum_ELBO 2 March 27, 2020
Create 2 separate independent GPmodels but their prediction seems to be tangled? 3 March 26, 2020
Pyro performs dramatically slower than PyMC3 with Normalizing Flows on stochastic-volatility model inference 16 March 26, 2020
Multi-Class Regression on MNIST 7 March 26, 2020
Defining an arbitrary (unnormalized) density function and sample from it? 3 March 25, 2020
Behavior of mask handler with invalid observation --- possible bug? 7 March 25, 2020
Inference on cummulative poisson causes `KeyError: <class 'torch.distributions.constraints._IntegerGreaterThan'>` 2 March 23, 2020
Behaviour of pyro.deterministic 11 March 20, 2020
Numpyro + Flax? 5 March 20, 2020
Achieving `observe` behavior 7 March 20, 2020
Inference with DiscreteHMM 3 March 19, 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
Building user defined pyro distribution 2 March 17, 2020
Why does Pyro use messengers in a trace instead of a computational graph 4 March 17, 2020
Svi.step() crash without any warning or error log 3 March 15, 2020
Multidimensional Gaussian Mixture Model from data 6 March 15, 2020
How can I use PyroModule or like this in numpyro? 3 March 14, 2020
Gaussian Processes noisy estimates 5 March 13, 2020
Arbitrary mixture models and discrete latent variable enumeration 2 January 8, 2020
Replicating PyMC3 mixture model of different distributions 2 March 13, 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
Hierarchical Bayesian Model with data of varying length 13 March 10, 2020