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 | fa7082d5cd8ea6a36d89ff5c62755299 |
| arch | x86_64 |
| build | py311h06a4308_0 |
| depends | numba >=0.51.2, numpy >=1.17,<1.24.0, pynndescent >=0.5, python >=3.11,<3.12.0a0, scikit-learn >=0.22, scipy >=1.3.1, tbb >=2019.0, tqdm |
| license | BSD-3-Clause |
| license_family | BSD |
| md5 | fa7082d5cd8ea6a36d89ff5c62755299 |
| name | umap-learn |
| platform | linux |
| sha1 | 71f8431835956a4c940a3261c81587428da0a574 |
| sha256 | cf3183af449ab3942c1c3876b28e2040915b91aaa57f43c79a7b2608c41e81bb |
| size | 240858 |
| subdir | linux-64 |
| timestamp | 1696942940236 |
| version | 0.5.4 |