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The computation of the all-nearest-neighbors KNN is the bottleneck in UMAP and TSNE and both of these algorithms can get away with using approximate neighbors as the number of points grows very large.…
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Report from Dennis:
> I have been getting the HDBSCAN ran on the new system and its thrown up a strange warning.
```
/usr/local/lib64/python3.7/site-packages/hdbscan/hdbscan_.py:615: UserWarnin…
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After running the standard `python setup.py install` I got a series of errors:
```
cythoning hdbscan/_hdbscan_boruvka.pyx to hdbscan\_hdbscan_boruvka.c
Error compiling Cython file:
-----------…
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ImportError: DLL load failed while importing specfun，This happened after I installed the HDBSCAN package. I tried reinstalling Fs but it didn't work. How should I solve this problem?
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DBSCAN hybrid mode with the `cluster_selection_epsilon` parameter set to a value more than 0 does not support soft clustering on out of sample data
We don't utilise `cluster_selection_epsilon` anyw…
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Hi I have run the following code for one of my project:
ms = 14
mc = 10
clusterer = hdbscan.HDBSCAN(min_samples = ms, min_cluster_size=mc,prediction_data=True).fit(X)
X_memberships = hdbscan.pre…
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With the changes in https://github.com/rapidsai/cuml/pull/5293 - we can have hdbscan use all of the distance metrics we support in the raft pairwise distance api, instead of just the euclidean distan…
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**Describe the bug**
Seen at least in nightly CI:
```
[ RUN ] HDBSCANTest/HDBSCANTestF_Int.Result/3
Label prop iterations: 10
Label prop iterations: 8
Label prop iterations: 5
Label pro…
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Hello! Thank you for this excellent Clustering module!
I am attempting to cluster text data using HDBSCAN, and I want to assess the resulting clustering by using the provided validity index. Howeve…
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Sometimes we do not have point representations in space but rather only distances between those points.
Therefore it would be great if some algorithms (I'm especially interested in HDBSCAN and Agglo…