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### Feature Description
Implement a clustering-based retrieval method for RAG pipelines using algorithms like DBSCAN. This feature would cluster document embeddings during indexing and retrieve docum…
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* [ ] Ward linkage (currently broken)
* [ ] Optimize single linkage with slink (https://sites.cs.ucsb.edu/~veronika/MAE/summary_SLINK_Sibson72.pdf)
* [ ] Support median and centroid linkage (https:/…
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### Describe the bug
06:49:32,683 graphrag.index.reporting.file_workflow_callbacks INFO Error executing verb "cluster_graph" in create_base_entity_graph: EmptyNetworkError details=None
06:49:32,68…
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Hello,
I am wondering if the use of k-means in the parameters km, row_km and col_km may be a misnomer? It seems to me that the resulting clusters are simply the result of cutting the dendrograms pr…
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Hi,
After I trained my model, I wanted to make clusters on similar topic by using visualize_hierarchy but the result is not that great. The topics in each clusters are not really related. Is it bec…
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Is it possible to view the hierarchical clustering tree that is created when the tile plots are made? It would be useful to see how some of the groups branched.
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This looks great Simon. I have been using Bioconductor:seqTools to achieve something similar for fq files. However as that takes an age to run I was wondering if it would be possible to add some hiera…
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[Active Learning with Clustering](http://www.jmlr.org/proceedings/papers/v16/bodo11a/bodo11a.pdf)
[Hierarchical sampling for active learning](http://dl.acm.org/citation.cfm?id=1390183)
[Active learn…
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今天去面试,没想到面试之后来了个笔试
hierarchical clustering
核心操作:
**不停地合并两个最近的cluster(如果是一开始,则合并两个最近的点,变成一个新的cluster representation)**
#### 欧式距离
- 那么怎么代表一个群体:聚类中心(centroid)=最近的两个clusters的点的平均值
eg:
![2018-10…
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Hi Rebecca,
Great work!
What is the linkage and distance metric used in hierarchical clustering?
Is Ward linkage an option?
Also, when samples are grouped by user-input labels, what is the …