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 stochasticvolatility model inference

16

March 26, 2020

MultiClass 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
