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The paper [Weight Uncertainty in Neural Networks](https://arxiv.org/abs/1505.05424) proposes the usage of a mixture of two Gaussians as the prior distribution. By default, the priors (of the kernel an…
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Hey! I am making my Ph.D. in NLG to explain Bayesian Networks inference.
I was playing with your code to solve some almost real-life complex questions with the power of Decision Networks.
I was able…
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I know that one of the main benefits of a BNN is the ability to gauge the confidence of a prediction. I understand why this can be important for various applications but i am more concerned about the …
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I know that @sckott has done the `charlatan` package, which does some basic generation of patient variables. When we teach learning with biomedical data, we often need to use synthetic datasets becaus…
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### Issue Description
The class HiddenLayer is missing attributes '_batch_shape' and '_event_shape'.
I provide a very simple code snippet to reproduce the error for '_batch_shape', but I've got the…
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Let's depreciate the support for `Tracker` (we mention `Tracker`in various autodiff doc pages) since it is no longer actively maintained and is known to be problematic for some Bijectors.
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Hi! I've just started using this interactive book to learn about State Space models *for the first time*. I only have experience with Bayesian statistics and standard supervised learning (pretty much …
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Hi @VietTran86 !
Really like the repo! would like to use it for further university work.
Was just wondering if other examples are planned to be added.
Many thanks,
Best,
Andrew
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Hi, I have read your paper and code. In file Dropout_Bald_Q10_N1000_Paper.py, it seems that your model is a CNN in Keras, but in your paper, the model is a BCNN with prior probability distributions pl…
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Hi，I‘m new to Edward. I wondering whether it can read a bayes network or in what file format of bayes network can it read.
THANK YOU!