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The Top 23 Natural Language Processing Topic Modeling Open Source Projects

Open source projects categorized as Natural Language Processing Topic Modeling
Categories > Machine Learning > Natural Language Processing
Categories > Machine Learning > Topic Modeling
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93most recent commit 11 days agopypi gensim} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35most recent commit 3 months agopypi bertopic} Downloads
Familia ⭐ 2,432
A Toolkit for Industrial Topic Modeling
most recent commit 3 years ago
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 7 months agopypi scattertext} Downloads
Contextualized Topic Models ⭐ 1,141
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.
dependent packages 4total releases 30most recent commit 3 months agopypi contextualized-topic-models} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10most recent commit 5 months ago
Octis ⭐ 647
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
total releases 34most recent commit 4 months ago
Tomotopy ⭐ 519
Python package of Tomoto, the Topic Modeling Tool
dependent packages 10total releases 39most recent commit 4 months agopypi tomotopy} Downloads
Text_mining_resources ⭐ 511
Resources for learning about Text Mining and Natural Language Processing
most recent commit a year ago
Pyshorttextcategorization ⭐ 466
Various Algorithms for Short Text Mining
total releases 80most recent commit 4 months ago
Lda ⭐ 279
LDA topic modeling for node.js
dependent packages 12total releases 10most recent commit a year agonpm lda} Downloads
Tmtoolkit ⭐ 191
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
dependent packages 1total releases 33most recent commit a year agopypi tmtoolkit} Downloads
Sandbox Topically ⭐ 153
Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.
most recent commit a year ago
Converse ⭐ 147
Conversational text Analysis using various NLP techniques
most recent commit 2 years ago
Concept ⭐ 111
Concept Modeling: Topic Modeling on Images and Text
most recent commit 2 years ago
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6most recent commit a year ago
Stminsights ⭐ 101
A Shiny Application for Inspecting Structural Topic Models
most recent commit a year ago
Teanaps ⭐ 92
자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.
most recent commit 10 months ago
Btm ⭐ 83
Biterm Topic Modelling for Short Text with R
dependent packages 2total releases 9most recent commit a year ago
Takg ⭐ 78
The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"
most recent commit 5 years ago
Lda Topic Modeling ⭐ 78
A PureScript, browser-based implementation of LDA topic modeling.
most recent commit 6 years ago
Embedded Topic Model ⭐ 68
A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM
total releases 8most recent commit 7 months ago
Jldadmm ⭐ 68
A Java package for the LDA and DMM topic models
most recent commit 5 years ago
The 10 Most Depended On Natural Language Processing Topic Modeling Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 11 days agopypi gensim} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Lda ⭐ 279
LDA topic modeling for node.js
dependent packages 12total releases 10latest release September 23, 2017most recent commit a year agonpm lda} Downloads
Tomotopy ⭐ 519
Python package of Tomoto, the Topic Modeling Tool
dependent packages 10total releases 39latest release August 02, 2023most recent commit 4 months agopypi tomotopy} Downloads
Btm ⭐ 83
Biterm Topic Modelling for Short Text with R
dependent packages 2total releases 9latest release February 11, 2023most recent commit a year ago
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 7 months agopypi scattertext} Downloads
Tmtoolkit ⭐ 191
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
dependent packages 1total releases 33latest release March 15, 2022most recent commit a year agopypi tmtoolkit} Downloads
Bitermplus ⭐ 56
Biterm Topic Model (BTM): modeling topics in short texts
dependent packages 1total releases 29latest release May 30, 2023most recent commit 8 months agopypi bitermplus} Downloads
The 10 Latest Releases In Natural Language Processing Topic Modeling Open Source Projects
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Bunkatopics ⭐ 43
🗺️ Data Cleaning and Textual Data Visualization 🗺️
total releases 41latest release October 20, 2023most recent commit 3 months ago
Pyshorttextcategorization ⭐ 466
Various Algorithms for Short Text Mining
total releases 80latest release August 26, 2023most recent commit 4 months ago
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 11 days agopypi gensim} Downloads
Tomotopy ⭐ 519
Python package of Tomoto, the Topic Modeling Tool
dependent packages 10total releases 39latest release August 02, 2023most recent commit 4 months agopypi tomotopy} Downloads
Bitermplus ⭐ 56
Biterm Topic Model (BTM): modeling topics in short texts
dependent packages 1total releases 29latest release May 30, 2023most recent commit 8 months agopypi bitermplus} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 7 months agopypi scattertext} Downloads
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