-
Hi,
The existing tutorials for nn.Transformer e.g. https://pytorch.org/tutorials/beginner/transformer_tutorial.html and https://github.com/pytorch/examples/tree/master/word_language_model both are o…
-
Hello!
Thank you for your awesome work, I have been using gpytorch for a bit now and love it!
I was wondering how it is possible to obtain the confidence or variance of a classification output e…
Floyx updated
3 years ago
-
Hi, thanks for sharing this amazing work!
I think the current citations for NeuralLDA and prodLDA is for the repo only.
These models are from the Autoencoding Variational Inference for Topic Models…
-
I was running import GPy
**Stack track and the error are as below... help!**
```
ValueError Traceback (most recent call last)
in
5 import matplotlib;matpl…
-
I haven't been to replicate regression. I am trying to replicate the results from this post But it seems you have used criterion = metrics.ELBO() and not CrossEntropyLoss()
Am I missing something? …
-
Hello @piEsposito , thank you very much for this nice pytonic implementation of Bayesian neural nets!
Excuse me for this massive posting, it contains my inference script (which is a bit lengthy). …
-
Hello!
[feature request]
Many of the articles in my library have all of the words in its title capitalized, e.g., "All in the Exponential Family: Bregman Duality in Thermodynamic Variational Infer…
-
We could include a stan implementation of BASiCS. This allows use of HMC or NUTS, which may in some circumstances be an efficient sampling scheme. Also allows use of ADVI (black box variational infere…
-
I am in the process of exploring gpytorch from some of my GP applications. Currently I use pyro for GPLVM tasks (i.e. https://pyro.ai/examples/gplvm.html). I am always interested in trying out various…
-
a few of the more complex social inference models in Chap. 6 are giving trouble: you can't enumerate for the inner inference because of the continuous dirichlet samples, and it takes too long to build…