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| author | Yuri Victorovich <yuri@FreeBSD.org> | 2023-01-07 03:13:04 +0000 |
|---|---|---|
| committer | Yuri Victorovich <yuri@FreeBSD.org> | 2023-01-07 03:21:14 +0000 |
| commit | cf1652cc280a759e00f3a05ed2513f91814ee8e6 (patch) | |
| tree | 01d74f56744f6296da184adfd26091479509084e | |
| parent | e113840b1fd9bf66f82124d4a92f21042a21f218 (diff) | |
| download | ports-cf1652cc280a759e00f3a05ed2513f91814ee8e6.tar.gz ports-cf1652cc280a759e00f3a05ed2513f91814ee8e6.zip | |
misc/py-shap2: New port: Unified approach to explain the output of any machine learning model
| -rw-r--r-- | misc/Makefile | 1 | ||||
| -rw-r--r-- | misc/py-shap2/Makefile | 30 | ||||
| -rw-r--r-- | misc/py-shap2/distinfo | 3 | ||||
| -rw-r--r-- | misc/py-shap2/files/patch-shap2_cext_tree__shap.h | 11 | ||||
| -rw-r--r-- | misc/py-shap2/pkg-descr | 4 |
5 files changed, 49 insertions, 0 deletions
diff --git a/misc/Makefile b/misc/Makefile index c78e5c76e165..a04c708946be 100644 --- a/misc/Makefile +++ b/misc/Makefile @@ -437,6 +437,7 @@ SUBDIR += py-qiskit-machine-learning SUBDIR += py-scikit-fusion SUBDIR += py-serverfiles + SUBDIR += py-shap2 SUBDIR += py-soapy_power SUBDIR += py-spdx SUBDIR += py-spdx-lookup diff --git a/misc/py-shap2/Makefile b/misc/py-shap2/Makefile new file mode 100644 index 000000000000..4ff449e64f1d --- /dev/null +++ b/misc/py-shap2/Makefile @@ -0,0 +1,30 @@ +PORTNAME= shap2 +DISTVERSION= 0.42.0 +CATEGORIES= misc # machine-learning +MASTER_SITES= CHEESESHOP +PKGNAMEPREFIX= ${PYTHON_PKGNAMEPREFIX} + +MAINTAINER= yuri@FreeBSD.org +COMMENT= Unified approach to explain the output of any machine learning model +WWW= https://github.com/slundberg/shap + +LICENSE= MIT +LICENSE_FILE= ${WRKSRC}/LICENSE + +PY_DEPENDS= ${PYNUMPY} \ + ${PYTHON_PKGNAMEPREFIX}numba>0:devel/py-numba@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}pandas>0:math/py-pandas@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}requests>0:www/py-requests@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}scikit-learn>0:science/py-scikit-learn@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}scipy>0:science/py-scipy@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}xgboost>0:misc/py-xgboost@${PY_FLAVOR} +BUILD_DEPENDS= ${PY_DEPENDS} +RUN_DEPENDS= ${PY_DEPENDS} + +USES= python:3.6+ +USE_PYTHON= distutils autoplist + +post-install: + @${STRIP_CMD} ${STAGEDIR}${PYTHON_SITELIBDIR}/shap2/_cext${PYTHON_EXT_SUFFIX}.so + +.include <bsd.port.mk> diff --git a/misc/py-shap2/distinfo b/misc/py-shap2/distinfo new file mode 100644 index 000000000000..6538f5c29e3a --- /dev/null +++ b/misc/py-shap2/distinfo @@ -0,0 +1,3 @@ +TIMESTAMP = 1673059649 +SHA256 (shap2-0.42.0.tar.gz) = a425c963131ea3e1f6c217e524821f9c2ae4d2e97d8ad5fd33f80fd175df5960 +SIZE (shap2-0.42.0.tar.gz) = 377323 diff --git a/misc/py-shap2/files/patch-shap2_cext_tree__shap.h b/misc/py-shap2/files/patch-shap2_cext_tree__shap.h new file mode 100644 index 000000000000..d26268939600 --- /dev/null +++ b/misc/py-shap2/files/patch-shap2_cext_tree__shap.h @@ -0,0 +1,11 @@ +--- shap2/cext/tree_shap.h.orig 2023-01-07 02:47:51 UTC ++++ shap2/cext/tree_shap.h +@@ -13,7 +13,7 @@ + #include <ctime> + #if defined(_WIN32) || defined(WIN32) + #include <malloc.h> +-#elif defined(__MVS__) ++#elif defined(__MVS__) || defined(__FreeBSD__) + #include <stdlib.h> + #else + #include <alloca.h> diff --git a/misc/py-shap2/pkg-descr b/misc/py-shap2/pkg-descr new file mode 100644 index 000000000000..0fb040562a62 --- /dev/null +++ b/misc/py-shap2/pkg-descr @@ -0,0 +1,4 @@ +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. |