BSD Portsscience/py-skrebate 0.8.4,1 FreeBSD
Feature selection algorithms based on Relief-based methods
- System
- FreeBSD
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
359f67397f- License
- MIT
- Categories
- science, python
Description
This package includes a scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning. These Relief-Based algorithms (RBAs) are designed for feature weighting/selection as part of a machine learning pipeline (supervised learning). Presently this includes the following core RBAs: ReliefF, SURF, SURF*, MultiSURF*, and MultiSURF. Additionally, an implementation of the iterative TuRF mechanism and VLSRelief is included.
In the other systems
| System | Port | Version |
|---|---|---|
| FreeBSD | science/py-skrebate | 0.8.4,1 |
| DragonFly | science/py-skrebate | 0.62_2 |
| HardenedBSD | science/py-skrebate | 0.8.4,1 |
| GhostBSD | science/py-skrebate | 0.62_4 |
Install
Binary package:
pkg install py312-skrebateFrom the ports tree:
cd /usr/ports/science/py-skrebate/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= py312-skrebate>0:science/py-skrebatePackages
The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.
| Repository | aarch64 | amd64 | armv6 | armv7 | i386 |
|---|---|---|---|---|---|
| FreeBSD:14:latest | - | 0.8.4,1 | - | 0.62_2 | 0.8.4,1 |
| FreeBSD:14:quarterly | - | 0.8.4,1 | n/a | 0.62_2 | 0.8.4,1 |
| FreeBSD:15:latest | - | 0.8.4,1 | n/a | 0.62_2 | 0.62_2 |
| FreeBSD:15:quarterly | - | 0.8.4,1 | n/a | n/a | n/a |
| FreeBSD:16:latest | - | 0.8.4,1 | n/a | n/a | n/a |
| FreeBSD:16:quarterly | n/a | n/a | n/a | n/a | n/a |
Dependencies
As this port's Makefile names them.
Build 2
${PYTHON_PKGNAMEPREFIX}setuptools>=61: devel/py-setuptools${PYTHON_PKGNAMEPREFIX}wheel>=0: devel/py-wheel
Runtime 4
${PYTHON_PKGNAMEPREFIX}joblib>=0: devel/py-joblib${PYTHON_PKGNAMEPREFIX}numpy>=0,1: math/py-numpy${PYTHON_PKGNAMEPREFIX}scikit-learn>=0: science/py-scikit-learn${PYTHON_PKGNAMEPREFIX}scipy>=0: science/py-scipy
The full lists below include those, and their dependencies in turn.
Build dependencies 16
Run dependencies 23
- archivers/liblz4
- archivers/zstd
- devel/binutils
- devel/gettext-runtime
- devel/libffi
- devel/py-cloudpickle
- devel/py-joblib
- devel/py-threadpoolctl
- devel/readline
- lang/gcc14
- lang/python312
- math/gmp
- math/mpc
- math/mpdecimal
- math/mpfr
- math/openblas
- math/py-narwhals
- math/py-numpy
- math/qhull
- print/indexinfo
- science/py-scikit-learn
- science/py-scipy
- textproc/expat2
No port depends on this one.
Configuration
No options to configure.
- USES
- python
- Service scripts
- none
Files
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| skrebate-0.8.4.tar.gz | 45914 | 4b590dfbc64ab5f6d6b215a07a472a7e8f8990f395f37bde33fe171b852b449b |
Master sites 1
- PYPI