pytextrank 3.3.0

Python implementation of TextRank as a spaCy pipeline extension, for graph-based natural language work plus related knowledge graph practices; used for for phrase extraction of text documents.

Stars: 2134, Watchers: 2134, Forks: 334, Open Issues: 15

The DerwenAI/pytextrank repo was created 8 years ago and the last code push was 2 months ago.
The project is very popular with an impressive 2134 github stars!

How to Install pytextrank

You can install pytextrank using pip

pip install pytextrank

or add it to a project with poetry

poetry add pytextrank

Package Details

Author

License

MIT License Copyright (c) 2016-2022 Derwen, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Homepage

PyPi:

https://pypi.org/project/pytextrank/

GitHub Repo:

https://github.com/DerwenAI/pytextrank

Classifiers

• Scientific/Engineering/Artificial Intelligence
• Scientific/Engineering/Human Machine Interfaces
• Scientific/Engineering/Information Analysis
• Scientific/Engineering/Visualization
• Software Development/Libraries/Python Modules
• Text Processing/General
• Text Processing/Indexing
• Text Processing/Linguistic

Related Packages

Errors

A list of common pytextrank errors.

Code Examples

Here are some pytextrank code examples and snippets.

GitHub Issues

The pytextrank package has 15 open issues on GitHub

• NotImplementedError: [E894] The 'noun_chunks' syntax iterator is not implemented for language 'ru'.
• Information about the matrix similarity
• Biased Textrank implementation uses phrases instead of sentences
• Documentation or Inclusion of other algorithms

See more issues on GitHub