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If you execute the following code
```
import numpy as np
import tensorflow as tf
import tensorflow_probability as tfp
input = tf.keras.layers.Input(shape=(1,))
layer = tfp.layers.DenseRepa…
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This slide is very vague:
t03_features.pdf
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It says in the paper: "Arguably, this is exactly the kind of posterior summary that we would like to obtain from Markov chain Monte Carlo based or stochastic search BVSR methods, but doing so would re…
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I've had this happen when running DFTK from within threads. I'm not too clear on what we should do here.
```
ERROR: LoadError: TaskFailedException
nested task error: UndefRefError: access to …
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# 🐛 Bug
Many thanks for such great package!
When I run a NGD approach for regression, I noticed that all available CPUs (6 cores) and RAM (69 GB) are used during the prediction phase. So, I wo…
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Hi,
I have noticed that the predictions with the sts package are sometimes inconsistent over multiple runs, especially when the model is fit with a variational inference surrogate. Running the same …
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The post on https://discourse.julialang.org/t/package-growth-tips-and-tricks-creating-an-organization-triage-better-management/65167/2 got me thinking about the current setup of TuringTutorials.
Th…
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## 🚀 Feature
Implement the positive-definite-matrix-valued Wishart and inverse-Wishart distributions, currently missing from `torch.distributions`.
## Motivation
These distributions often pop…
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Currently whether a collection of WF parameters are optimized during WFOpt is controlled at TWF input part via optimize=yes.
This is option is confusing. I'd like to make a distinction of two concept…
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I'm going to log my activities regarding probabilistic programming languages on this issue page.
This will lead to a new BNN model using a more powerful Python library, i.e. **Pyro**.
I'll also put…