Misc.


Topic Replies Activity
Affine Transformation Module 4 April 28, 2020
Adapt HMM from Bernoulli's to categorical 6 April 27, 2020
Discrete latent variables Poisson across individuals 3 April 27, 2020
The problems with PSIS diagnostic to test SVI 8 April 27, 2020
Observed marginal probabilities of categorical variable 5 April 26, 2020
MCMC inference for Poisson GPLVM 4 April 21, 2020
SVI and NUTS give different results 6 April 19, 2020
Bayesian Object Oriented Programming in Pyro 2 April 17, 2020
Pyro for Directed Bayesian Network Inference 8 April 17, 2020
Distribution is converging to the mean 10 April 17, 2020
Point processes in Pyro 1 April 16, 2020
Information_criterion returns empty dict 1 April 15, 2020
Generative Modelling of non-homogeneous poisson processes 1 April 14, 2020
Training and Evaluation performance issues 2 April 14, 2020
My notebooks about do-calculus toy example, compute MAP and using pretrained pytorch model 5 April 13, 2020
The usage of PyroModule 16 April 9, 2020
Adding weights to a Bernoulli distribution 3 April 9, 2020
Initializing params ahead of AutoGuide 2 April 8, 2020
Mixture Model with Regression 5 April 8, 2020
Piecewise regression with TraceEnum_ELBO 7 April 2, 2020
Subsampling in a plate makes a program grind to a halt 3 April 2, 2020
Gaussian processes fit using plates? 2 April 2, 2020
Inference with DiscreteHMM 5 April 1, 2020
Samples from prior distribution 3 March 31, 2020
Pyro performs dramatically slower than PyMC3 with Normalizing Flows on stochastic-volatility model inference 16 March 26, 2020
Defining an arbitrary (unnormalized) density function and sample from it? 3 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
Achieving `observe` behavior 7 March 20, 2020
Building user defined pyro distribution 2 March 17, 2020