misc/py-shap2 0.42.0_4 FreeBSD

Unified approach to explain the output of any machine learning model

System: FreeBSD
Repository: FreeBSD ports
Maintainer: [email protected]
License: MIT
Categories: misc

Description

SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions.

Install

Binary package:

pkg install py312-shap2

From the ports tree:

cd /usr/ports/misc/py-shap2/ && make install clean

To depend on this port in another port's Makefile:

RUN_DEPENDS=	py312-shap2>0:misc/py-shap2

Packages

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

0.42.0_4

FreeBSD:14:quarterly

0.42.0_4

n/a

FreeBSD:15:latest

0.42.0_4

n/a

FreeBSD:15:quarterly

0.42.0_4

n/a

FreeBSD:16:latest

0.42.0_4

n/a

FreeBSD:16:quarterly

n/a

Dependencies

As this port's Makefile names them.

Build 7

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}numba>0 : devel/py-numba
${PYTHON_PKGNAMEPREFIX}pandas>0 : math/py-pandas
${PYTHON_PKGNAMEPREFIX}requests>0 : www/py-requests
${PYTHON_PKGNAMEPREFIX}scikit-learn>0 : science/py-scikit-learn
${PYTHON_PKGNAMEPREFIX}scipy>0 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}xgboost>0 : misc/py-xgboost

Runtime 7

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}numba>0 : devel/py-numba
${PYTHON_PKGNAMEPREFIX}pandas>0 : math/py-pandas
${PYTHON_PKGNAMEPREFIX}requests>0 : www/py-requests
${PYTHON_PKGNAMEPREFIX}scikit-learn>0 : science/py-scikit-learn
${PYTHON_PKGNAMEPREFIX}scipy>0 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}xgboost>0 : misc/py-xgboost

The full lists below include those, and their dependencies in turn.

Build dependencies 223

The first 100 are listed.

Run dependencies 222

The first 100 are listed.

No port depends on this one.

Configuration

No options to configure.

USES: python
Service scripts: none

Files

distinfo 1

File

Size

SHA256

shap2-0.42.0.tar.gz

377323

a425c963131ea3e1f6c217e524821f9c2ae4d2e97d8ad5fd33f80fd175df5960

Master sites 1

PYPI

Commit history 0

No commits in the history this site was built from.