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The following script composes a graphical model using `AnalysisFactor`'s and a `FactorGraphModel` (but fits them not using expectation propagation, but instead as just one big model):
https://gith…
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It'd be great to have high profile model examples which we can highlight on the front page. Some ideas:
- [x] Bayesian linear regression
- [x] Hierarchical generalized linear model
- [x] Mixture mo…
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Addresses https://github.com/pyro-ppl/pyro/pull/2929
See [design doc](https://docs.google.com/document/d/1MVfG0po7M5UB2mNM2In6iKKq_OYNpa_I-FnJncUgXPI)
This issue tracks changes needed to efficient…
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Hello,
I was wondering if it is valid/relevant to plot a spieceasi network with double and directed edges (it is possible to do that with igraph) ? I mean , for each couple of connected vertices, h…
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### Feature
I kindly request the addition of support for the Kronecker-Factored Approximate Curvature (KFAC) optimization technique in LSTM and GRU layers within the existing KFAC Optimizer. Curren…
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First we need to understand what the [script](https://github.com/thuhoainguyen/kits23/blob/main/segmentation/segmentation_preProc.py) does. I suggest you read and comment (line by line) the code flow.…
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I am a beginner for Pyro. I'm currently working on a project in improving autoguides by removing **mean-field** assumptions, which means that the posterior should not use **AutoMultivariateNormal** or…
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-We've talked about how the math doesn't care about what network we are looking at, whether it be social or brain or something else. How do interpretations of graphs change based on what type of netwo…
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These are used by DSEO (https://docs.google.com/spreadsheets/d/1ix1eKplAX9KHbBsA6uU7G95_7lD5Q9jGfEL_LV7dYAQ/edit#gid=1477753083) and we could model them in EDAM:
- *Unsupervised learning*
- *Ense…
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@avehtari @bgoodri Currently there is very little doc explaining the new default behavior for optimizing (and soon VB too). It's good to have the new warning messages and the doc for the new arguments…