Stemming algorithms

PyStemmer provides access to efficient algorithms for calculating a “stemmed” form of a word. This is a form with most of the common morphological endings removed; hopefully representing a common linguistic base form. This is most useful in building search engines and information retrieval software; for example, a search with stemming enabled should be able to find a document containing “cycling” given the query “cycles”.

PyStemmer provides algorithms for several (mainly European) languages, by wrapping the libstemmer library from the Snowball project in a Python module.

It also provides access to the classic Porter stemming algorithm for English: although this has been superseded by an improved algorithm, the original algorithm may be of interest to information retrieval researchers wishing to reproduce results of earlier experiments.

Project links

Key dates

PyPI data
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Latest release

2 maintainers

PyPI data
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Avatar for felixonmars from gravatar.com felixonmars Avatar for richardb from gravatar.com richardb

Credits

Author/Maintainer: Richard Boulton

License

BSD License, MIT License (MIT, BSD)

Tags

python information retrieval language processing morphological analysis stemming algorithms stemmers

Classifiers

Report project as malware

Release files for PyStemmer 3.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for PyStemmer 3.1.0
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pystemmer-3.1.0.tar.gz 302.6 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for PyStemmer 3.1.0
File
pystemmer-3.1.0-cp314-cp314t-win_arm64.whl 233.4 kB CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
pystemmer-3.1.0-cp314-cp314t-win_amd64.whl 235.2 kB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
pystemmer-3.1.0-cp314-cp314t-win32.whl 166.0 kB CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
pystemmer-3.1.0-cp314-cp314t-musllinux_1_2_x86_64.whl 806.9 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp314-cp314t-musllinux_1_2_aarch64.whl 810.9 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 820.4 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
pystemmer-3.1.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 805.5 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp314-cp314t-macosx_11_0_arm64.whl 251.2 kB CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp314-cp314t-macosx_10_15_x86_64.whl 243.1 kB CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details
pystemmer-3.1.0-cp314-cp314-win_arm64.whl 230.8 kB CPython 3.14 CPython 3.14 Windows ARM64 Details
pystemmer-3.1.0-cp314-cp314-win_amd64.whl 228.6 kB CPython 3.14 CPython 3.14 Windows x86-64 Details
pystemmer-3.1.0-cp314-cp314-win32.whl 161.2 kB CPython 3.14 CPython 3.14 Windows x86-32 Details
pystemmer-3.1.0-cp314-cp314-musllinux_1_2_x86_64.whl 748.5 kB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
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pystemmer-3.1.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 756.6 kB CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
pystemmer-3.1.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 747.1 kB CPython 3.14 CPython 3.14 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp314-cp314-macosx_11_0_arm64.whl 247.3 kB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp314-cp314-macosx_10_15_x86_64.whl 241.8 kB CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
pystemmer-3.1.0-cp313-cp313-win_arm64.whl 226.4 kB CPython 3.13 CPython 3.13 Windows ARM64 Details
pystemmer-3.1.0-cp313-cp313-win_amd64.whl 225.1 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
pystemmer-3.1.0-cp313-cp313-win32.whl 157.4 kB CPython 3.13 CPython 3.13 Windows x86-32 Details
pystemmer-3.1.0-cp313-cp313-musllinux_1_2_x86_64.whl 749.7 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp313-cp313-musllinux_1_2_aarch64.whl 752.5 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 755.9 kB CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
pystemmer-3.1.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 747.7 kB CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp313-cp313-macosx_11_0_arm64.whl 247.1 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp313-cp313-macosx_10_13_x86_64.whl 241.8 kB CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
pystemmer-3.1.0-cp312-cp312-win_arm64.whl 226.5 kB CPython 3.12 CPython 3.12 Windows ARM64 Details
pystemmer-3.1.0-cp312-cp312-win_amd64.whl 225.1 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
pystemmer-3.1.0-cp312-cp312-win32.whl 157.5 kB CPython 3.12 CPython 3.12 Windows x86-32 Details
pystemmer-3.1.0-cp312-cp312-musllinux_1_2_x86_64.whl 754.5 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp312-cp312-musllinux_1_2_aarch64.whl 756.3 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 761.1 kB CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
pystemmer-3.1.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 752.4 kB CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp312-cp312-macosx_11_0_arm64.whl 247.4 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp312-cp312-macosx_10_13_x86_64.whl 242.2 kB CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
pystemmer-3.1.0-cp311-cp311-win_arm64.whl 226.5 kB CPython 3.11 CPython 3.11 Windows ARM64 Details
pystemmer-3.1.0-cp311-cp311-win_amd64.whl 224.7 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
pystemmer-3.1.0-cp311-cp311-win32.whl 156.9 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
pystemmer-3.1.0-cp311-cp311-musllinux_1_2_x86_64.whl 746.6 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp311-cp311-musllinux_1_2_aarch64.whl 751.5 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 753.6 kB CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
pystemmer-3.1.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 744.3 kB CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp311-cp311-macosx_11_0_arm64.whl 247.5 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp311-cp311-macosx_10_9_x86_64.whl 241.6 kB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
pystemmer-3.1.0-cp310-cp310-win_arm64.whl 226.5 kB CPython 3.10 CPython 3.10 Windows ARM64 Details
pystemmer-3.1.0-cp310-cp310-win_amd64.whl 224.6 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
pystemmer-3.1.0-cp310-cp310-win32.whl 157.1 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
pystemmer-3.1.0-cp310-cp310-musllinux_1_2_x86_64.whl 736.3 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp310-cp310-musllinux_1_2_aarch64.whl 739.8 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 742.0 kB CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
pystemmer-3.1.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 733.9 kB CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details
pystemmer-3.1.0-cp310-cp310-macosx_11_0_arm64.whl 247.7 kB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp310-cp310-macosx_10_9_x86_64.whl 241.5 kB CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
pystemmer-3.1.0-cp39-cp39-win_arm64.whl 226.8 kB CPython 3.9 CPython 3.9 Windows ARM64 Details
pystemmer-3.1.0-cp39-cp39-win_amd64.whl 224.9 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
pystemmer-3.1.0-cp39-cp39-win32.whl 157.4 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
pystemmer-3.1.0-cp39-cp39-musllinux_1_2_x86_64.whl 736.8 kB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp39-cp39-musllinux_1_2_aarch64.whl 740.4 kB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 742.5 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
pystemmer-3.1.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 734.4 kB CPython 3.9 CPython 3.9 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp39-cp39-macosx_11_0_arm64.whl 248.3 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp39-cp39-macosx_10_9_x86_64.whl 242.0 kB CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
pystemmer-3.1.0-cp38-cp38-win_amd64.whl 225.7 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
pystemmer-3.1.0-cp38-cp38-win32.whl 158.2 kB CPython 3.8 CPython 3.8 Windows x86-32 Details
pystemmer-3.1.0-cp38-cp38-musllinux_1_2_x86_64.whl 749.9 kB CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
pystemmer-3.1.0-cp38-cp38-musllinux_1_2_aarch64.whl 753.6 kB CPython 3.8 CPython 3.8 Linux musl 1.2+ ARM64 Details
pystemmer-3.1.0-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 757.5 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
pystemmer-3.1.0-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 748.9 kB CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
pystemmer-3.1.0-cp38-cp38-macosx_11_0_arm64.whl 249.9 kB CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
pystemmer-3.1.0-cp38-cp38-macosx_10_9_x86_64.whl 242.6 kB CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details

Total release size: 33.1 MB

Release files / pystemmer-3.1.0.tar.gz

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