Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Gensim | 15,131 | 2,371 | 766 | a month ago | 93 | August 24, 2023 | 405 | lgpl-2.1 | Python | |
Topic Modelling for Humans | ||||||||||
Bertopic | 5,170 | 19 | 2 months ago | 35 | November 27, 2023 | 196 | mit | Python | ||
Leveraging BERT and c-TF-IDF to create easily interpretable topics. | ||||||||||
Familia | 2,432 | 3 years ago | 19 | bsd-3-clause | C++ | |||||
A Toolkit for Industrial Topic Modeling | ||||||||||
Scattertext | 2,131 | 8 | 2 | 7 months ago | 148 | April 18, 2023 | 22 | apache-2.0 | Python | |
Beautiful visualizations of how language differs among document types. | ||||||||||
Contextualized Topic Models | 1,141 | 4 | 2 months ago | 30 | November 03, 2022 | 10 | mit | Python | ||
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021. | ||||||||||
Text2vec | 829 | 15 | 18 | 5 months ago | 10 | November 09, 2023 | 24 | other | R | |
Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | ||||||||||
Octis | 647 | 3 months ago | 34 | August 15, 2023 | 30 | mit | Python | |||
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track) | ||||||||||
Tomotopy | 519 | 10 | 3 months ago | 39 | August 02, 2023 | 59 | mit | C++ | ||
Python package of Tomoto, the Topic Modeling Tool | ||||||||||
Text_mining_resources | 511 | a year ago | ||||||||
Resources for learning about Text Mining and Natural Language Processing | ||||||||||
Pyshorttextcategorization | 466 | 1 | 3 months ago | 80 | August 26, 2023 | 3 | mit | Python | ||
Various Algorithms for Short Text Mining |