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Align latent variables in model and guide without .sample()?
[
Tutorials
]
(4)
Transfer SVI,NUTS and MCMC to GPU(Cuda)
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Uncategorized
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(5)
Florida State University using Pyro
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Uncategorized
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(5)
How to save the best model and guide during validation?
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Uncategorized
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(4)
Model Based Machine Learning Book Chapter 2 Skills example in Pyro- tensor dimension issue
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2
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Uncategorized
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(28)
Trying to create bayensian convnets using pyro
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Misc.
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(6)
Deep Learning vs Deep Universal Probabilistic Programming
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Uncategorized
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(4)
Github repo is now https://github.com/pyro-ppl/pyro
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Announcements
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(1)
Optimizer of SVI vs optimizer of a deterministic neural network
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Misc.
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(1)
I don't understand why NUTS code is not working. bayesian hackers mail
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Uncategorized
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(20)
When are the distributions of latent variable in model used?
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(2)
Manually written guide vs Auto guide and *** TypeError: 'dict' object is not callable
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(6)
Is the markov poutine appropriate for an auto-regressive model? Are there any examples of its use, or more documentation?
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Uncategorized
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(4)
Reparameterizable vs non-reparameterizable latent variables
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Tutorials
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(2)
Simple LDA not working
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Misc.
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(7)
Pyro Tutorial Videos (MLTrain@UAI2018)
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Tutorials
]
(4)
MCMC.run not passing all arguments?
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Misc.
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(4)
Importance sampling and Empirical Margin
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Misc.
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(9)
How to begin learning probabilistic programming?
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Uncategorized
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(6)
How to make 2 variables conditional independent
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Misc.
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(3)
Sample from the Deep Markov Model (DMM)
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Tutorials
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(3)
How to implement Multilevel/Hierarchical Regressions?
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Uncategorized
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(1)
Can I have a PDF file of tutorials?
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Tutorials
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(6)
Warning error regarding Bernoulli support
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Misc.
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(2)
Mixture HMM model with issues
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Misc.
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(2)
RuntimeError: expected type torch.DoubleTensor but got torch.FloatTensor
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Uncategorized
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(3)
How to get the joint distribution in Pyro?
[
Tutorials
]
(9)
Counter for HMC potential function evaluation
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Uncategorized
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(3)
Horseshoe prior logistic regression
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Misc.
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(3)
[Solved]Create custom joint probability distribution
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Misc.
]
(3)
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