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The idea is to list and test classic, pre-implemented algorithms for community detection:
- Louvain detection using this implementation https://github.com/taynaud/python-louvain/
- hierarchical clus…
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![image](https://github.com/xkLi-Allen/FedGTA/assets/92284681/1db40cae-d44e-48ba-bc8f-a5d8b0219008)
如果代码执行到红框里的第56行,当跳出while循环之后,会重复执行蓝框里的第58行,会导致该社区的图被重复添加到当前客户端的子图节点中
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博主你好,想请教下,如果两个节点的权重需要用三个特征组合来表示的话,是否还能使用Louvain,应该如何使用?因为我看louvain的权重都是使用的单一值表示。
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Hi jlakkis,
I had problem installing the CarDEC package on Anaconda on Windows Vista system (see screenshot attached). It seems like 'louvain' package version conflict was causing the problem.
P…
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The Phenograph option in utility.init_clustering() currently uses the Louvain algorithm (which is the default setting) and has no option for adjusting the number of clusters. Generally, the Leiden alg…
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I tried running the RAPIDS implementation of rank_genes_groups alongside the Scanpy CPU implementation on the same data matrix, but I'm getting very different results.
Here's my code for the GPU ca…
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**From:** Gavin Clowry
**Email:** gavin.clowry@ncl.ac.uk
**Server IP:** 10.142.0.14
**Msg:** We have been happily generating UMAP plots form a particular data set, human thalamus 18 GW, but now, wh…
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Suppose I want to detect and assign the community structure of a graph to the nodes and to retrieve the modularity measure.
Currently, the documentation proposes these two functions:
In the bro…
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Since that [requirements](https://github.com/zkhku/fedsage/blob/main/requirements.txt) need CUDA >=11.0, I have tried code on CUDA 10.1 like below:
```
pip install torch==1.7.1
pip install tensor…
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I recently stumbled across the paper: https://www.nature.com/articles/s41598-019-41695-z
**From Louvain to Leiden: guaranteeing well-connected communities**
V. A. Traag, L. Waltman & N. J. van E…