Spectral Toolkit of Algorithms for Graphs: Technical Report (2)
Fuente:
arXiv
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| Hauptverfasser: | , |
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| Format: | Preprint |
| Veröffentlicht: |
2024
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| _version_ | 1866913424418537472 |
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| author | Macgregor, Peter Sun, He |
| author_facet | Macgregor, Peter Sun, He |
| contents | Spectral Toolkit of Algorithms for Graphs (STAG) is an open-source library for efficient graph algorithms. This technical report presents the newly implemented component on locality sensitive hashing, kernel density estimation, and fast spectral clustering. The report includes a user's guide to the newly implemented algorithms, experiments and demonstrations of the new functionality, and several technical considerations behind our development. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_07096 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Spectral Toolkit of Algorithms for Graphs: Technical Report (2) Macgregor, Peter Sun, He Data Structures and Algorithms Machine Learning Mathematical Software Social and Information Networks Spectral Toolkit of Algorithms for Graphs (STAG) is an open-source library for efficient graph algorithms. This technical report presents the newly implemented component on locality sensitive hashing, kernel density estimation, and fast spectral clustering. The report includes a user's guide to the newly implemented algorithms, experiments and demonstrations of the new functionality, and several technical considerations behind our development. |
| title | Spectral Toolkit of Algorithms for Graphs: Technical Report (2) |
| topic | Data Structures and Algorithms Machine Learning Mathematical Software Social and Information Networks |
| url | https://arxiv.org/abs/2407.07096 |