GISMO is a NLP tool to rank and organize a corpus of documents according to a query.
Project description
GISMO
GISMO is a NLP tool to rank and organize a corpus of documents according to a query.
Gismo stands for Generic Information Search… with a Mind of its Own.
Free software: GNU General Public License v3
Github: https://github.com/balouf/gismo.
Documentation: https://gismo.readthedocs.io.
Features
Gismo combines three main ideas:
TF-IDTF: a symmetric version of the TF-IDF embedding.
DI-Iteration: a fast, push-based, variant of the PageRank algorithm.
Fuzzy dendrogram: a variant of the Louvain clustering algorithm.
Quickstart
Install gismo:
$ pip install gismoImport gismo in a Python project:
import gismo as gs
Credits
Thomas Bonald, Anne Bouillard, Marc-Olivier Buob, Dohy Hong.
This package was created with Cookiecutter and the francois-durand/package_helper project template.
History
0.2.3 (2020-05-04)
ACM and DBLP dataset creation added.
0.2.2 (2020-05-04)
Notebook tutorials added (early version)
0.2.1 (2020-05-03)
Actual code
Coverage badge
0.1.0 (2020-04-30)
First release on PyPI.
Release history Release notifications | RSS feed
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