vtext
This is a Python wrapper for the Rust vtext crate.
This package aims to provide a high performance toolkit for ingesting textual data for machine learning applications.
Features
- Tokenization: Regexp tokenizer, Unicode segmentation + language specific rules
- Stemming: Snowball (in Python 15-20x faster than NLTK)
- Token counting: converting token counts to sparse matrices for use
in machine learning libraries. Similar to
CountVectorizerandHashingVectorizerin scikit-learn but will less broad functionality. - Levenshtein edit distance; Sørensen-Dice, Jaro, Jaro Winkler string similarities
Installation
vtext requires Python 3.6+, numpy 1.15+ and can be installed with,
pip install vtext
Documentation
Project documentation: vtext.io/doc/latest/index.html
License
vtext is released under the Apache License, Version 2.0.
1 maintainer
Metadata
1 maintainer
Release files for vtext 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| vtext-0.2.0.tar.gz | 13.6 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| vtext-0.2.0-cp38-cp38-win_amd64.whl | CPython 3.8 | CPython 3.8 | Windows x86-64 | Details |
| vtext-0.2.0-cp38-cp38-manylinux1_x86_64.whl | CPython 3.8 | CPython 3.8 | Linux glibc 2.5+ x86-64 | Details |
| vtext-0.2.0-cp38-cp38-macosx_10_14_x86_64.whl | CPython 3.8 | CPython 3.8 | macOS 10.14+ x86-64 | Details |
| vtext-0.2.0-cp37-cp37m-win_amd64.whl | CPython 3.7 | CPython 3.7 pymalloc | Windows x86-64 | Details |
| vtext-0.2.0-cp37-cp37m-manylinux1_x86_64.whl | CPython 3.7 | CPython 3.7 pymalloc | Linux glibc 2.5+ x86-64 | Details |
| vtext-0.2.0-cp37-cp37m-macosx_10_14_x86_64.whl | CPython 3.7 | CPython 3.7 pymalloc | macOS 10.14+ x86-64 | Details |
| vtext-0.2.0-cp36-cp36m-win_amd64.whl | CPython 3.6 | CPython 3.6 pymalloc | Windows x86-64 | Details |
| vtext-0.2.0-cp36-cp36m-manylinux1_x86_64.whl | CPython 3.6 | CPython 3.6 pymalloc | Linux glibc 2.5+ x86-64 | Details |
| vtext-0.2.0-cp36-cp36m-macosx_10_14_x86_64.whl | CPython 3.6 | CPython 3.6 pymalloc | macOS 10.14+ x86-64 | Details |
Total release size: 18.5 MB
Release files / vtext-0.2.0.tar.gz
| Download URL | vtext-0.2.0.tar.gz |
|---|---|
| Size | 13.6 kB |
| Tags | Source |
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Release files / vtext-0.2.0-cp38-cp38-win_amd64.whl
| Download URL | vtext-0.2.0-cp38-cp38-win_amd64.whl |
|---|---|
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Release files / vtext-0.2.0-cp38-cp38-manylinux1_x86_64.whl
| Download URL | vtext-0.2.0-cp38-cp38-manylinux1_x86_64.whl |
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Release files / vtext-0.2.0-cp38-cp38-macosx_10_14_x86_64.whl
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Release files / vtext-0.2.0-cp37-cp37m-win_amd64.whl
| Download URL | vtext-0.2.0-cp37-cp37m-win_amd64.whl |
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Release files / vtext-0.2.0-cp37-cp37m-manylinux1_x86_64.whl
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Release files / vtext-0.2.0-cp37-cp37m-macosx_10_14_x86_64.whl
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Release files / vtext-0.2.0-cp36-cp36m-win_amd64.whl
| Download URL | vtext-0.2.0-cp36-cp36m-win_amd64.whl |
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Release files / vtext-0.2.0-cp36-cp36m-manylinux1_x86_64.whl
| Download URL | vtext-0.2.0-cp36-cp36m-manylinux1_x86_64.whl |
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Release files / vtext-0.2.0-cp36-cp36m-macosx_10_14_x86_64.whl
| Download URL | vtext-0.2.0-cp36-cp36m-macosx_10_14_x86_64.whl |
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