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Hi!
Great job on HDBScan, I love the library. I'm trying to cluster nearly a 100k points in a 50k dimensional space, and while i can do things like SVD to lower the dimensionality, it is still quit…
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cuML requires significantly more memory to fit HDBSCAN as `min_cluster_size` increases than the CPU version does. This can cause users to unexpectedly run into memory issues when switching from CPU to…
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* [x] K-means
* [x] Affinity Propagation
* [ ] Mean Shift
* [ ] Spectral clustering
* [x] Hierarchical clustering
* [x] DBSCAN
* [ ] HDBSCAN
* [x] OPTICS
* [ ] BIRCH
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I am struggling to get bertopic installed on a windows machine. hdbscan seems to fail everytime. Here are the details of what I trying to do and what i have done:
1. I am trying to install in a vir…
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@tgsmith61591 Hi. When HDBSCAN took as input a n×1 matrix, I met the following NullPointerException. But it works well with DBSCAN . The input was obtained by reading a csv file.
Exception in thread …
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### Have you searched existing issues? 🔎
- [X] I have searched and found no existing issues
### Desribe the bug
Dear creators of BERTopic,
Thanks for your work and this package is amazing. …
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Hello. Thank you for this library!
I found your idea of using an Isolation Forest for downsampling the observations passed to SHAP very interesting. I'm wondering if you also tried HDBSCAN clusteri…
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Noticing this warning [on CI]( https://dev.azure.com/TutteInstitute/build-pipelines/_build/results?buildId=615&view=logs&j=8e7f5077-a515-5ea0-e5ea-bdf5b586a356&t=f3df9127-f7a0-5f38-3631-58a3ce1a6c94&l…
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Hi,
I used the following code to install cuml.
!pip install cudf-cu11 dask-cudf-cu11 --extra-index-url=https://pypi.nvidia.com
!pip install cuml-cu11 --extra-index-url=https://pypi.nvidia.com
…
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I'm currently working on packaging your software for Gentoo Linux, and it seems to install fine (no errors, `import hdbscan` works), but the tests fail.
This is the full build and test log https://…