Port details on branch 2022Q2 |
- py-umap-learn Uniform Manifold Approximation and Projection
- 0.5.5 math =0 0.5.4Version of this port present on the latest quarterly branch.
- Maintainer: yuri@FreeBSD.org
- Port Added: 2022-08-06 17:30:06
- Last Update: 2024-01-08 09:04:24
- Commit Hash: 501e84b
- Also Listed In: python
- License: BSD3CLAUSE
- WWW:
- https://github.com/lmcinnes/umap
- Description:
- Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction
technique that can be used for visualisation similarly to t-SNE, but also for
general non-linear dimension reduction. The algorithm is founded on three
assumptions about the data:
* The data is uniformly distributed on a Riemannian manifold;
* The Riemannian metric is locally constant (or can be approximated as such);
* The manifold is locally connected.
- ¦ ¦ ¦ ¦
- Manual pages:
- FreshPorts has no man page information for this port.
- pkg-plist: as obtained via:
make generate-plist - There is no configure plist information for this port.
- Dependency lines:
-
- ${PYTHON_PKGNAMEPREFIX}umap-learn>0:math/py-umap-learn@${PY_FLAVOR}
- To install the port:
- cd /usr/ports/math/py-umap-learn/ && make install clean
- To add the package, run one of these commands:
- pkg install math/py-umap-learn
- pkg install py39-umap-learn
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above. NOTE: This is a Python port. Instead of py39-umap-learn listed in the above command, you can pick from the names under the Packages section.- PKGNAME: py39-umap-learn
- Package flavors (<flavor>: <package>)
- distinfo:
- TIMESTAMP = 1704700885
SHA256 (umap-learn-0.5.5.tar.gz) = c54d607364413eade968b73ba07c8b3ea14412817f53cd07b6f720ac957293c4
SIZE (umap-learn-0.5.5.tar.gz) = 90882
Packages (timestamps in pop-ups are UTC):
- Dependencies
- NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
- Build dependencies:
-
- py39-setuptools>=63.1.0 : devel/py-setuptools@py39
- python3.9 : lang/python39
- Test dependencies:
-
- python3.9 : lang/python39
- Runtime dependencies:
-
- py39-numba>=0.51.2 : devel/py-numba@py39
- py39-numpy>=1.16,1<1.26,1 : math/py-numpy@py39
- py39-pynndescent>=0.5 : math/py-pynndescent@py39
- py39-scikit-learn>=0.22 : science/py-scikit-learn@py39
- py39-scipy>=1.3.1 : science/py-scipy@py39
- py39-tqdm>0 : misc/py-tqdm@py39
- py39-setuptools>=63.1.0 : devel/py-setuptools@py39
- python3.9 : lang/python39
- There are no ports dependent upon this port
Configuration Options:
- No options to configure
- Options name:
- math_py-umap-learn
- USES:
- python
- FreshPorts was unable to extract/find any pkg message
- Master Sites:
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