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I am trying to implement LDA with Variational Bayes. Is it possible to do it using Elbow?
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Two issues in the documentation https://pypmc.github.io/user_guide.html#variational-bayes:
- The url in reference [Bis06] is broken
- `\vecth` and `\vecgamma` are not correctly displayed (at lea…
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Hi @mattpitkin,
I was wondering if you could try this package as well:
https://github.com/JohannesBuchner/snowline https://johannesbuchner.github.io/snowline/
I haven't tested it extensively, …
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During evaluation i get following errors
Traceback (most recent call last):
File "/home/ahmsoy00/Projects/DATE23_Invited_Variational_Bayes/classification/CIFAR-10/ReCU/main.py", line 319, in
…
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https://arxiv.org/abs/1312.6114
TMats updated
6 years ago
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Hi all,
Given Cole Monnahan's success replicating Hamiltonian MCMC into TMB (based on the NUTS algorithm from STAN)), I was wondering if anyone was interested in continuing to explore STAN features w…
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>Parameterizing the approximate posterior of a generative model with neural networks has become a common theme in recent machine learning research. While providing appealing flexibility, this approach…
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The current collapsed Gibbs (CGS) sampler algorithm for topic modeling performs well but has the challenge of assessing convergence. It would be interesting to try CVB0 updates instead which would si…
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Hi Stefano,
Flagging some interesting behaviour I've come across with the package.
Problem: The 1d credible intervals plot is showing different results in terms of rank, credible interval and FDR …
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Link: [youtube](https://www.youtube.com/watch?v=Moo4-KR5qNg)
This is not a paper but a presentation at ICML. Probably there is a pdf file somewhere.
Notice, Bayes Inference is indeed a model based…