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 | Mon Mar 31 03:06:48 2025 |
| md5 checksum | 2e9e8c1c9cecf98787a076f6cc5a386c |
| arch | x86_64 |
| build | py39h06a4308_0 |
| depends | numba >=0.49, numpy >=1.17,<2.0a0, pynndescent >=0.5, python >=3.9,<3.10.0a0, scikit-learn >=0.22, scipy >=1.0, tqdm |
| license | BSD-2-Clause |
| license_family | BSD |
| md5 | 2e9e8c1c9cecf98787a076f6cc5a386c |
| name | umap-learn |
| platform | linux |
| sha1 | e4d588321cefab17c9b7d68e9ea654b8c9f2a914 |
| sha256 | 7967ef38b3840d8a0e6f52eef48563cb7673a149edba86a6512f4680bc2992b4 |
| size | 139998 |
| subdir | linux-64 |
| timestamp | 1686238457452 |
| version | 0.5.3 |