Topic Modeling
MaartenGr/BERTopic๐ฅ active
โฒ +26 โ this week
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
๐ง Natural Language Processing๐งฌ Embeddings
PythonMITupdated Nov 5, 2026
๐ฅ Trending this week in Topic Modeling
Topic Modeling
obsei/obsei๐ฅ active
โฒ +5 โ this week
Open source, privacy-first Voice of Customer analytics. A self-hosted alternative to Enterpret and Unwrap that strips PII from feedback before any LLM sees it.
๐ Sentiment Analysis๐ง Natural Language Processing
PythonApache-2.0updated Nov 11, 2026
Topic Modeling
chtmp223/topicGPT
โฒ +5 โ this week
TopicGPT: A Prompt-Based Framework for Topic Modeling [NAACL'24]
๐ง Natural Language Processing
PythonMITupdated Jun 15, 2026
Topic Modeling
piskvorky/gensim
โฒ +4 โ this week
Topic Modelling for Humans
๐งฌ Embeddings๐ง Natural Language Processing๐ Search & Retrieval
PythonLGPL-2.1updated Nov 1, 2025
Topic Modeling
zhihengli-casia/AI-Paper-Trends
โฒ +4 โ this week
Open-source AI paper index and fine-grained topic atlas across major conferences and journals.
๐ง Natural Language Processing
PythonMITupdated Nov 1, 2026
Topic Modeling
ddbourgin/numpy-ml
โฒ +2 โ this week
Machine learning, in numpy
๐งฌ Embeddings
PythonGPL-3.0updated Oct 29, 2023
Top 30 topic modeling libraries by stars
Topic Modeling๐ฅ#1
piskvorky/gensim
โฒ +4 โ this week
Topic Modelling for Humans
๐งฌ Embeddings๐ง Natural Language Processing๐ Search & Retrieval
PythonLGPL-2.1updated Nov 1, 2025
Topic Modeling๐ฅ#2
ddbourgin/numpy-ml
โฒ +2 โ this week
Machine learning, in numpy
๐งฌ Embeddings
PythonGPL-3.0updated Oct 29, 2023
Topic Modeling๐ฅ#3
MaartenGr/BERTopic๐ฅ active
โฒ +26 โ this week
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
๐ง Natural Language Processing๐งฌ Embeddings
PythonMITupdated Nov 5, 2026
Topic Modeling#4
ddangelov/Top2Vec
โฒ +1 โ this week
Top2Vec learns jointly embedded topic, document and word vectors.
๐งฌ Embeddings๐ Search & Retrieval๐ง Natural Language Processing
PythonBSD-3-Clauseupdated Nov 14, 2024
Topic Modeling#5
baidu/Familia
A Toolkit for Industrial Topic Modeling
๐ง Natural Language Processing
C++BSD-3-Clauseupdated Jul 1, 2021
Topic Modeling#6
JasonKessler/scattertext
โฒ +2 โ this week
Beautiful visualizations of how language differs among document types.
๐งฌ Embeddings๐ง Natural Language Processing๐ Text Mining
PythonApache-2.0updated Jul 4, 2026
Topic Modeling#7
ContextLab/hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
PythonMITupdated Oct 10, 2026
Topic Modeling#8
Topic Modeling#9
obsei/obsei๐ฅ active
โฒ +5 โ this week
Open source, privacy-first Voice of Customer analytics. A self-hosted alternative to Enterpret and Unwrap that strips PII from feedback before any LLM sees it.
๐ Sentiment Analysis๐ง Natural Language Processing
PythonApache-2.0updated Nov 11, 2026
Topic Modeling#10
owlbarn/owl
โฒ +1 โ this week
Owl - OCaml Scientific Computing @ https://ocaml.xyz
OCamlMITupdated Oct 17, 2026
Topic Modeling#11
MilaNLProc/contextualized-topic-models
โฒ +1 โ this week
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 (Bianchi et al.).
๐ง Natural Language Processing
PythonMITupdated Jul 24, 2025
Topic Modeling#12
RubensZimbres/Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
๐ง Natural Language Processing๐ Sentiment Analysis๐งฌ Embeddings
Pythonno licenseupdated Dec 6, 2021
Topic Modeling#13
dselivanov/text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
๐งฌ Embeddings๐ง Natural Language Processing๐ Text Mining
ROtherupdated Dec 1, 2025
Topic Modeling#14
MIND-Lab/OCTIS
โฒ +1 โ this week
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
๐ง Natural Language Processing
PythonMITupdated Jun 21, 2026
Topic Modeling#15
bigartm/bigartm
โฒ +1 โ this week
Fast topic modeling platform
๐ Text Mining
C++Otherupdated Feb 5, 2026
Topic Modeling#16
gregversteeg/corex_topic
โฒ +1 โ this week
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
PythonApache-2.0updated Mar 22, 2021
Topic Modeling#17
bab2min/tomotopy
โฒ +2 โ this week
Python package of Tomoto, the Topic Modeling Tool
๐ง Natural Language Processing
C++MITupdated Feb 21, 2026
Topic Modeling#18
stepthom/text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
๐ Text Mining๐ง Natural Language Processing๐ Sentiment Analysis๐๏ธ Text Classification
Otherno licenseupdated Feb 9, 2023
Topic Modeling#19
oncologylab/craftgrn
Combined RNA and ATAC Footprint Training of Gene Regulatory Network
RGPL-3.0updated Sep 4, 2026
Topic Modeling#20
cpsievert/LDAvis
R package for web-based interactive topic model visualization.
๐ Text Mining
JavaScriptOtherupdated Feb 6, 2024
Topic Modeling#21
dongrixinyu/chinese_keyphrase_extractor
An off-the-shelf tool for Chinese Keyphrase Extraction ไธไธชๅฟซ้ไปไธญๆ้ๆฝๅๅ ณ้ฎ็ญ่ฏญ็ๅทฅๅ ท๏ผไป ๅ 35Mๅ ๅญ www.jionlp.com
โ๏ธ Information Extraction
Pythonno licenseupdated Nov 21, 2023
Topic Modeling#22
vi3k6i5/GuidedLDA
semi supervised guided topic model with custom guidedLDA
PythonMPL-2.0updated Apr 14, 2025
Topic Modeling#23
james-bowman/nlp
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
๐ง Natural Language Processing
GoMITupdated May 11, 2021
Topic Modeling#24
stephenhky/PyShortTextCategorization๐ฅ active
โฒ +2 โ this week
Various Algorithms for Short Text Mining
๐ง Natural Language Processing๐ Text Mining
PythonMITupdated Nov 11, 2026
Topic Modeling#25
chtmp223/topicGPT
โฒ +5 โ this week
TopicGPT: A Prompt-Based Framework for Topic Modeling [NAACL'24]
๐ง Natural Language Processing
PythonMITupdated Jun 15, 2026
Topic Modeling#26
jmartinezheras/2018-MachineLearning-Lectures-ESA
โฒ +1 โ this week
Machine Learning Lectures at the European Space Agency (ESA) in 2018
๐ Text Mining
Jupyter Notebookno licenseupdated Sep 18, 2023
Topic Modeling#27
ruidan/Unsupervised-Aspect-Extraction
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
PythonApache-2.0updated Aug 2, 2024
Topic Modeling#28
bobxwu/TopMost
[ACL 2024 Demo] A Topic Modeling System Toolkit
๐ง Natural Language Processing
Jupyter NotebookApache-2.0updated Oct 14, 2025
Topic Modeling#29
primaryobjects/lda
LDA topic modeling for node.js
๐ง Natural Language Processing
JavaScriptApache-2.0updated Aug 20, 2024
Topic Modeling#30
yangliuy/LDAGibbsSampling
Open Source Package for Gibbs Sampling of LDA
Javano licenseupdated Feb 9, 2020