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 00:37:59 2025 |
| md5 checksum | fbe547e27de9ae1d2ca17e1a8e3adb49 |
| arch | x86_64 |
| build | py311h06a4308_0 |
| depends | numba >=0.49, numpy >=1.17,<2.0a0, pynndescent >=0.5, python >=3.11,<3.12.0a0, scikit-learn >=0.22, scipy >=1.0, tqdm |
| license | BSD-2-Clause |
| license_family | BSD |
| md5 | fbe547e27de9ae1d2ca17e1a8e3adb49 |
| name | umap-learn |
| platform | linux |
| sha1 | d9672807b7d8c51d2387157f76032cbaecff8528 |
| sha256 | 4642151032a0b5de67525764617cca13d245d20f838c5207358edbdef1db6d25 |
| size | 193555 |
| subdir | linux-64 |
| timestamp | 1686238300477 |
| version | 0.5.3 |