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 00:37:58 2025 |
| md5 checksum | 4f15c680161e95fc9c0a4218e2be4108 |
| arch | x86_64 |
| build | py310h06a4308_0 |
| depends | numba >=0.49, numpy >=1.17,<2.0a0, pynndescent >=0.5, python >=3.10,<3.11.0a0, scikit-learn >=0.22, scipy >=1.0, tqdm |
| license | BSD-2-Clause |
| license_family | BSD |
| md5 | 4f15c680161e95fc9c0a4218e2be4108 |
| name | umap-learn |
| platform | linux |
| sha1 | c577bdd48aefe54133b2519981f611bc04d2ca49 |
| sha256 | 762e25737f69c69004bba47e963043cc60b33b07c88ea2fc8f6d6f19148a5503 |
| size | 141209 |
| subdir | linux-64 |
| timestamp | 1686238407398 |
| version | 0.5.3 |