-
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…
-
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…
-
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.…
-
@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…
-
### 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…
-
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…
-
Should let the user specify what kind of distribution the data should be assumed to be coming from.
So for Bayesian Learning we can have the API like:
```python
from pgmpy.models import BayesianMod…
-
### Description
network analysis: temporal networks inlcuding multilevel vector autoregressive
### Purpose
To model directed associations and self-loops in panel and time series data
### Use-case…
-
-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…
-
Dear Dr. Matthew J. Johnson,
I am very interested in your work, especially time series models. Hopefully you can find some time to help me with this issue.
This repository refers to the paper ht…