umap-learn provides the UMAP manifold based dimension reduction algorithm. The package provides an sklearn compatible interface to t-SNE like dimension reduction technique that has better runtime performacne than t-SNE and often preserves more global structure than t-SNE.
| Uploaded | Tue Apr 1 00:37:57 2025 |
| md5 checksum | 7427aa00f80b5b40ea52b6e9e77d405c |
| arch | x86_64 |
| build | py310h06a4308_0 |
| depends | numba >=0.51.2, numpy >=1.17,<1.24.0, pynndescent >=0.5, python >=3.10,<3.11.0a0, scikit-learn >=0.22, scipy >=1.3.1, tbb >=2019.0, tqdm |
| license | BSD-3-Clause |
| license_family | BSD |
| md5 | 7427aa00f80b5b40ea52b6e9e77d405c |
| name | umap-learn |
| platform | linux |
| sha1 | 12d382d043330a61b86b7ca45a564565bdc0e9b2 |
| sha256 | 01aaed00bc57ce89f09f2462304bf62ea1251fa2bb4039e0437bfa52fbdfc705 |
| size | 188444 |
| subdir | linux-64 |
| timestamp | 1696943264322 |
| version | 0.5.4 |