Pytextrank Versions Save

2021-02-14

• THIS WILL BREAK THINGS!!!
• support for spaCy 3.0.x; kudos @Lord-V15
• full integration of PositionRank
• migrated all unit tests to pytest
• removed use of logger for debugging, introducing icecream instead

2021-01-31

• add PositionRank by @louisguitton (many thanks!)
• fixes chunk in explain_summ.ipynb by @anna-droid-beep
• add option preserve_order in TextRank.summary by @kavorite
• tested with spaCy 2.3.5

2020-09-15

• try-catch ZeroDivisionError in summary method -- kudos @shyamcody
• tested with updated dependencies: spaCy 2.3.x and NetworkX 2.5

2020-05-20

• fixed default value of ._.phrases to allow for disabling PTR in a pipeline

2020-03-02

• fix KeyError issue for pre Python 3.6
• integrated codecov.io
• added PyTextRank to the spaCy uniVerse
• fixed README.md instructions to download en_core_web_sm

• refactored library to run as a spaCy extension
• supports multiple languages
• significantly faster, with less memory required
• better extraction of top-ranked phrases
• changed license to MIT
• uses lemma-based stopwords for more precise control
• WIP toward integration with knowledge graph use cases

• fixed error in installation instructions

• updated for current versions of spaCy and networkX -- kudos @dimmu
• removed deprecated argument -- kudos @laxatives

Patch disables use of NER in spaCy until an intermittent bug is resolved. Will probably replace named tuples with spaCy spans instead.

Replaced TextBlob usage with spaCy for improved parsing results. Updated the other Python dependencies. Also added better handling for UTF-8.