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In your paper, there are two schemes:
+ mean field
+ loopy belief propagation
in example of `graph_classification`, there is only implementation of `mean field`.
loopy belief propagation con…
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It looks like inference is not working for non-tree structures.
For example consider the following simple factor graph with nodes x1, x2, x3 and factors fa, fb, fc.
```python
from fglib import grap…
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We should exploit parallelism in belief propagation.
*(Copied from a discussion on matrix.)*
Trying to parallelize a single belief propagation (i.e., multiple calls on the same BPState) with Con…
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Hello, I am new to belief propagation. I saw your program and I think it is exactly what I need (a parallel loopy bp).
However, I am not using parallel loopy bp to denoise pics, but I want to do Ba…
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Hi.
First of all, Good work bro.
I have read [your paper](http://arxiv.org/abs/1609.02907) and [your blog](http://tkipf.github.io/graph-convolutional-networks/) about gcn. One thing that comes to m…
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1. Clean the current implementation
2. Better algorithms for creating Junction Trees.
3. Incorporate the Factor Graph BP into the main algorithm.
Ref #1740
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Hello,
I'm curious about this line here:
https://github.com/yuhsuansia/Trajectory-PMB-EOT-BP/blob/0867c9b00d7aa9d0ca5d1ae6f7bd4292191cece8/TrajectoryPMB-EOT-BP/eotEllipticalShapeRFS.m#L65
Why sh…
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**Describe the bug**
An index out of bounds error occurs during belief propagation. This error is triggered when setting a constant sum constraint as a public variable in the factor graph definition.…
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**Describe the bug**
Gereic factors throw an error when only working on Single Vars when n_exec > 1
**To Reproduce**
```py
import os
import numpy as np
import itertools as it
import scalib.…
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I have a situation where many of my formulas come in sets like the following:
```
'bijklmn,bij,bkl,bm,bn->'
'bijklmn,bij,bkl,bm,bn->bij'
'bijklmn,bij,bkl,bm,bn->bkl'
'bijklmn,bij,bkl,bm,bn->bm'
…