BSD Portsmath/py-fairlearn 0.14.0 FreeBSD
Python package to assess and improve fairness of machine learning models
- System
- FreeBSD
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Port added
- Last update
- Commit
3cbcc60d7f- License
- MIT
- Categories
- math, python
Description
Fairlearn is a Python package that empowers developers of artificial intelligence (AI) systems to assess their system's fairness and mitigate any observed unfairness issues. Fairlearn contains mitigation algorithms as well as metrics for model assessment. Besides the source code, this repository also contains Jupyter notebooks with examples of Fairlearn usage.
Install
Binary package:
pkg install py312-fairlearnFrom the ports tree:
cd /usr/ports/math/py-fairlearn/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= py312-fairlearn>0:math/py-fairlearnPackages
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 | - | 0.14.0 | - | - | 0.14.0 |
| FreeBSD:14:quarterly | - | 0.14.0 | n/a | - | 0.14.0 |
| FreeBSD:15:latest | - | 0.14.0 | n/a | - | - |
| FreeBSD:15:quarterly | - | 0.14.0 | n/a | n/a | n/a |
| FreeBSD:16:latest | - | 0.14.0 | 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
${PYTHON_PKGNAMEPREFIX}setuptools>=0: devel/py-setuptools${PYTHON_PKGNAMEPREFIX}wheel>=0: devel/py-wheel
Runtime 5
${PYTHON_PKGNAMEPREFIX}narwhals>=1.14.0: math/py-narwhals${PYTHON_PKGNAMEPREFIX}numpy>=1.24.4,1: math/py-numpy${PYTHON_PKGNAMEPREFIX}pandas>=2.0.3,1: math/py-pandas${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.5.0: science/py-scikit-learn${PYTHON_PKGNAMEPREFIX}scipy>=1.9.3,1: science/py-scipy
The full lists below include those, and their dependencies in turn.
Build dependencies 16
Run dependencies 36
- archivers/liblz4
- archivers/zstd
- databases/py-sqlite3
- databases/sqlite3
- devel/binutils
- devel/gettext-runtime
- devel/libedit
- devel/libffi
- devel/py-cloudpickle
- devel/py-joblib
- devel/py-python-dateutil
- devel/py-pytz
- devel/py-six
- devel/py-threadpoolctl
- devel/py-tzdata
- devel/readline
- lang/gcc14
- lang/python312
- lang/python315
- lang/tcl86
- math/gmp
- math/libtommath
- math/mpc
- math/mpdecimal
- math/mpfr
- math/openblas
- math/py-bottleneck
- math/py-narwhals
- math/py-numexpr
- math/py-numpy
- math/py-pandas
- 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 |
|---|---|---|
| fairlearn-0.14.0.tar.gz | 105832 | dc9d12fc6d3f4c94f1bf32eb11032b73363c4a62c986485bcc87febe2e583ebd |
Master sites 1
- PYPI