Metadata-Version: 2.1
Name: cohesion_pipeline
Version: 0.0.8
Summary: Cohesion measurement to evaluate topic modeling score. call cohesion_df function to start evaluating.
Home-page: https://github.com/Berdugo1994
Author: Eden Berdugo, Tom Nachman, Asaf Salomon
Author-email: berdugogo@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE.txt

## **Cohesion POC** - Topic Detection Measurement
 


## Cohesion
The Topic-Detection field deals mainly with providing names to given divisions of documents and lacks a quality measurement that provides a rating for the division, that represent a human-subjective score.
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Cohesion is here to overcome it, includes NLP techniques and considers intra and inter scores in the cohesion formula.
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The goal of the POC, it to prove that Cohesion has better correlation with NMI heuristic than Coherence which consider as SOA of Topic-Detecion-Measurement domain.
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Part of Final project at SISE: BGU university.
