Port details on branch 2022Q2 |
- py-hdbscan Clustering based on density with variable density clusters
- 0.8.33 math =0 0.8.33Version of this port present on the latest quarterly branch.
- Maintainer: sunpoet@FreeBSD.org
- Port Added: 2019-12-29 12:48:33
- Last Update: 2024-03-09 14:06:10
- Commit Hash: d6e5e55
- Also Listed In: python
- License: BSD3CLAUSE
- WWW:
- https://hdbscan.readthedocs.io/en/latest/
- https://github.com/scikit-learn-contrib/hdbscan
- Description:
- HDBSCAN - Hierarchical Density-Based Spatial Clustering of Applications with
Noise. Performs DBSCAN over varying epsilon values and integrates the result to
find a clustering that gives the best stability over epsilon. This allows
HDBSCAN to find clusters of varying densities (unlike DBSCAN), and be more
robust to parameter selection.
In practice this means that HDBSCAN returns a good clustering straight away with
little or no parameter tuning -- and the primary parameter, minimum cluster
size, is intuitive and easy to select.
HDBSCAN is ideal for exploratory data analysis; it's a fast and robust algorithm
that you can trust to return meaningful clusters (if there are any).
- ¦ ¦ ¦ ¦
- 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:
-
- ${PYTHON_PKGNAMEPREFIX}hdbscan>0:math/py-hdbscan@${PY_FLAVOR}
- To install the port:
- cd /usr/ports/math/py-hdbscan/ && make install clean
- To add the package, run one of these commands:
- pkg install math/py-hdbscan
- pkg install py39-hdbscan
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-hdbscan listed in the above command, you can pick from the names under the Packages section.- PKGNAME: py39-hdbscan
- Package flavors (<flavor>: <package>)
- distinfo:
- TIMESTAMP = 1691070152
SHA256 (hdbscan-0.8.33.tar.gz) = 57fabc5f0e45f48d2407b35c731192abc896376411fe7e4bb836ffa03d38f90d
SIZE (hdbscan-0.8.33.tar.gz) = 5201533
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-cython>=0<3 : lang/cython@py39
- py39-numpy>=0,1 : math/py-numpy@py39
- py39-setuptools>=0 : devel/py-setuptools@py39
- py39-wheel>=0 : devel/py-wheel@py39
- cython-3.9 : lang/cython@py39
- py39-setuptools>=63.1.0 : devel/py-setuptools@py39
- python3.9 : lang/python39
- Test dependencies:
-
- python3.9 : lang/python39
- Runtime dependencies:
-
- py39-joblib>=1.0 : devel/py-joblib@py39
- py39-numpy>=1.20,1 : math/py-numpy@py39
- py39-scikit-learn>=0.20 : science/py-scikit-learn@py39
- py39-scipy>=1.0 : science/py-scipy@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-hdbscan
- USES:
- python
- FreshPorts was unable to extract/find any pkg message
- Master Sites:
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