Projects in Awesome Lists tagged with topic-modeling

https://github.com/ddbourgin/numpy-ml

Machine learning, in numpy

attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec

Last synced: 12 May 2025

https://github.com/piskvorky/gensim

Topic Modelling for Humans

data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec

Last synced: 11 Dec 2025

https://github.com/maartengr/bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers

Last synced: 12 May 2025

https://github.com/MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers

Last synced: 09 Apr 2025

https://github.com/ddangelov/top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings

Last synced: 23 Apr 2025

https://github.com/ddangelov/Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings

Last synced: 30 Mar 2025

https://github.com/baidu/familia

A Toolkit for Industrial Topic Modeling

lda nlp sentence-lda topic-modeling topic-models twe

Last synced: 14 Apr 2025

https://github.com/baidu/Familia

A Toolkit for Industrial Topic Modeling

lda nlp sentence-lda topic-modeling topic-models twe

Last synced: 08 Apr 2025

https://github.com/jasonkessler/scattertext

Beautiful visualizations of how language differs among document types.

computational-social-science d3 eda exploratory-data-analysis japanese-language machine-learning natural-language-processing nlp scatter-plot semiotic-squares sentiment stylometric stylometry text-as-data text-mining text-visualization topic-modeling visualization word-embeddings word2vec

Last synced: 09 Apr 2025

https://github.com/JasonKessler/scattertext

Beautiful visualizations of how language differs among document types.

computational-social-science d3 eda exploratory-data-analysis japanese-language machine-learning natural-language-processing nlp scatter-plot semiotic-squares sentiment stylometric stylometry text-as-data text-mining text-visualization topic-modeling visualization word-embeddings word2vec

Last synced: 27 Mar 2025

https://github.com/contextlab/hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

data-visualization data-wrangling high-dimensional-data python text-vectorization time-series topic-modeling visualization

Last synced: 29 Jan 2026

https://github.com/ContextLab/hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

data-visualization data-wrangling high-dimensional-data python text-vectorization time-series topic-modeling visualization

Last synced: 07 Apr 2025

https://github.com/nomic-ai/nomic

Interact, analyze and structure massive text, image, embedding, audio and video datasets

clustering duplicate-detection embeddings python text topic-modeling unstructured-data

Last synced: 13 May 2025

https://github.com/owlbarn/owl

Owl - OCaml Scientific Computing @ https://ocaml.xyz

algorithmic-differentation autograd automatic-differentiation gsl linear-algebra machine-learning maths matrix mcmc ndarray neural-network numerical-calculations optimization plotting regression scientific-computing sparse-linear-systems statistical-functions statistics topic-modeling

Last synced: 14 May 2025

https://github.com/MilaNLProc/contextualized-topic-models

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.

bert embeddings multilingual-models multilingual-topic-models neural-topic-models nlp nlp-library nlp-machine-learning text-as-data topic-coherence topic-modeling transformer

Last synced: 03 Apr 2025

https://github.com/dselivanov/text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

glove latent-dirichlet-allocation natural-language-processing text-mining topic-modeling vectorization word-embeddings word2vec

Last synced: 16 May 2025

https://github.com/MIND-Lab/OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

bayesian-optimization evaluation-metrics hyperparameter-optimization hyperparameter-search hyperparameter-tuning latent-dirichlet-allocation latent-semantic-analysis natural-language-processing neural-topic-models nlp nlp-library nlproc non-negative-matrix-factorization topic-modeling topic-models

Last synced: 03 May 2025

https://github.com/bigartm/bigartm

Fast topic modeling platform

bigartm bigdata c-plus-plus machine-learning python python-api regularizer text-mining topic-modeling

Last synced: 08 Apr 2025

https://github.com/gregversteeg/corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

information-theory machine-learning python topic-modeling unsupervised-learning

Last synced: 10 Feb 2026

https://github.com/bab2min/tomotopy

Python package of Tomoto, the Topic Modeling Tool

Last synced: 17 Jan 2026

https://github.com/cpsievert/ldavis

R package for web-based interactive topic model visualization.

javascript r text-mining topic-modeling visualization

Last synced: 08 Apr 2025

https://github.com/cpsievert/LDAvis

R package for web-based interactive topic model visualization.

javascript r text-mining topic-modeling visualization

Last synced: 15 Mar 2025

https://github.com/vi3k6i5/guidedlda

semi supervised guided topic model with custom guidedLDA

data-science guided-topic-modeling guidedlda machine-learning seededlda topic-modeling

Last synced: 12 Apr 2025

https://github.com/vi3k6i5/GuidedLDA

semi supervised guided topic model with custom guidedLDA

data-science guided-topic-modeling guidedlda machine-learning seededlda topic-modeling

Last synced: 03 May 2025

https://github.com/stephenhky/PyShortTextCategorization

Various Algorithms for Short Text Mining

algorithm machine-learning natural-language-processing neural-network package python python-library text-mining topic-modeling

Last synced: 03 May 2025

https://github.com/stephenhky/pyshorttextcategorization

Various Algorithms for Short Text Mining

algorithm machine-learning natural-language-processing neural-network package python python-library text-mining topic-modeling

Last synced: 14 May 2025

https://github.com/jmartinezheras/2018-MachineLearning-Lectures-ESA

Machine Learning Lectures at the European Space Agency (ESA) in 2018

anomaly-detection clustering decision-trees deep-learning lecture-material lecture-slides lecture-videos lectures linear-regression machine-learning machinelearning neural-network pca random-forest support-vector-machines text-mining tf-idf topic-modeling

Last synced: 21 Apr 2025

https://github.com/primaryobjects/lda

LDA topic modeling for node.js

ai artificial-intelligence javascript keywords language lda machine-learning natural-language-processing nlp node node-js nodejs topic-modeling topics

Last synced: 04 Apr 2025

https://github.com/chtmp223/topicGPT

TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)

llm nlp openai python topic-modeling vllm

Last synced: 09 May 2025

https://github.com/yangliuy/LDAGibbsSampling

Open Source Package for Gibbs Sampling of LDA

gibbs-sampling java lda topic topic-modeling

Last synced: 03 May 2025

https://github.com/cohere-ai/sandbox-topically

Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.

machine-learning nlp python topic-modeling

Last synced: 13 Apr 2025

https://github.com/maartengr/concept

Concept Modeling: Topic Modeling on Images and Text

computer-vision image-processing nlp topic-modeling

Last synced: 16 May 2025

https://github.com/dice-group/palmetto

Palmetto is a quality measuring tool for topics

evaluation topic-coherence topic-modeling

Last synced: 24 Jun 2025

https://github.com/MaartenGr/Concept

Concept Modeling: Topic Modeling on Images and Text

computer-vision image-processing nlp topic-modeling

Last synced: 05 Apr 2025

https://github.com/WZBSocialScienceCenter/tmtoolkit

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

evaluation nlp parallel-processing python socialscience text-processing topic-modeling

Last synced: 03 May 2025

https://github.com/charlesdedampierre/BunkaTopics

🗺️ Data Cleaning and Textual Data Visualization 🗺️

cartography data-cleaning explainability fine-tuning llms machine-learning natural-language-processing nlp summarization topic-modeling

Last synced: 30 Aug 2025

https://github.com/maxent-ai/converse

Conversational text Analysis using various NLP techniques

callcenter-analysis conversational-ai emotion-recognition huggingface machine-learning nlp nlu pytorch scikit-learn sentiment-analysis spacy speech-to-text text text-mining topic-modeling transformers

Last synced: 15 Feb 2026

https://github.com/datquocnguyen/LFTM

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

gibbs-sampling short-text topic-modeling word-embeddings

Last synced: 03 May 2025

https://github.com/qiang2100/STTM

Short Text Topic Modeling, JAVA

btm gpudmm gpupdmm gsdmm lda ptm satm short-text short-text-clustering topic-modeling

Last synced: 03 May 2025

https://github.com/joewandy/hlda

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

gibbs-sampler hierarchical-topic-models lda topic-hierarchies topic-modeling

Last synced: 27 Mar 2026

https://github.com/yuewang-cuhk/takg

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

keyphrase-generation nlp social-media topic-modeling

Last synced: 06 Oct 2025

https://github.com/osainz59/ask2transformers

A Framework for Textual Entailment based Zero Shot text classification

deep-learning mnli natural-language-processing nlp nlp-tool nlp-tools pytorch relation-extraction text-classification topic-classification topic-modeling transformers zero-shot

Last synced: 31 Aug 2025

https://github.com/machine-intelligence-laboratory/TopicNet

Interface for easier topic modelling.

bigartm-library custom-score document-representation modalities multimodal-data multimodal-learning pypi topic-modeling topic-modelling

Last synced: 03 May 2025

https://github.com/dirkhovy/text_analysis_for_social_science

Code for the CUP Elements on text analysis in Python for social scientists

analysis classification-models clustering data-analysis embeddings neural-networks prediction predictive-modeling social-sciences text-analysis text-classification topic-modeling

Last synced: 15 Mar 2025

https://github.com/dondealban/learning-stm

Learning structural topic modeling using the stm R package.

automated-content-analysis machine-learning stm text-analysis topic-modeling

Last synced: 15 Mar 2025

https://github.com/JoeZJH/Labeled-LDA-Python

Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python

gibbs-sampling incremental-update l-lda labeled-lda llda llda-model python python2 python27 python3 topic-model topic-modeling

Last synced: 03 May 2025

https://github.com/joezjh/labeled-lda-python

Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python

gibbs-sampling incremental-update l-lda labeled-lda llda llda-model python python2 python27 python3 topic-model topic-modeling

Last synced: 11 Jul 2025

https://github.com/dipanjans/learning-social-media-analytics-with-r

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

analytics facebook flickr foursquare ggplot2 github guardian news r sentiment-analysis social-data social-media social-network-analysis stackexchange stackoverflow text-mining topic-modeling twitter

Last synced: 15 Apr 2025

https://github.com/cschwem2er/stminsights

A Shiny Application for Inspecting Structural Topic Models

natural-language-processing r shiny topic-modeling

Last synced: 09 Apr 2025

https://github.com/lmcinnes/enstop

Ensemble topic modelling with pLSA

dimensionality-reduction matrix-factorization plsa topic-modeling

Last synced: 30 Apr 2025

https://github.com/senderle/topic-modeling-tool

A point-and-click tool for creating and analyzing topic models produced by MALLET.

data-science digital-humanities mallet text-analytics topic-modeling

Last synced: 21 Jan 2026

https://github.com/lettier/lda-topic-modeling

A PureScript, browser-based implementation of LDA topic modeling.

bayesian bulma bulma-css clustering data-science functional-programming gibbs-sampling latent-dirichlet-allocation lda machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning purescript reactive reactive-programming text-mining thermite topic-modeling

Last synced: 07 Oct 2025

https://github.com/x-tabdeveloping/topicwizard

Powerful topic model visualization in Python

dash machine mantine plotly plotly-dash scikit-learn sklearn tailwindcss topic-modeling visualization

Last synced: 10 Apr 2025

https://github.com/laserwave/topic_models

implemented : lsa, plsa, lda

topic-modeling topic-models

Last synced: 03 May 2025

https://github.com/bnosac/btm

Biterm Topic Modelling for Short Text with R

biterm-topic-modelling natural-language-processing r topic-modeling

Last synced: 12 Sep 2025

https://github.com/bnosac/BTM

Biterm Topic Modelling for Short Text with R

biterm-topic-modelling natural-language-processing r topic-modeling

Last synced: 03 May 2025

https://github.com/madrugado/attention-based-aspect-extraction

Code for unsupervised aspect extraction, using Keras and its Backends

aspect-extraction deep-learning keras topic-modeling unsupervised-learning

Last synced: 04 Oct 2025

https://github.com/ddangelov/restful-top2vec

Expose a Top2Vec model with a REST API.

document-embedding fastapi rest-api restful-api semantic-search semantic-search-engine text-search text-similarity top2vec topic-model topic-modeling word-embedding

Last synced: 01 May 2025

https://github.com/AdrienGuille/TOM

A library for topic modeling and browsing

topic-modeling visualization

Last synced: 15 Mar 2025

https://github.com/datquocnguyen/jLDADMM

A Java package for the LDA and DMM topic models

gibbs-sampling lda nlp short-text topic-modeling topic-models

Last synced: 03 May 2025

https://github.com/titipata/paper-reviewer-matcher

Linear programming solver for paper-reviewer matching and mind-matching

ccn-conference paper-reviewer-matcher papers python reviewers topic-modeling

Last synced: 26 Mar 2025

https://github.com/yao8839836/PTM

A Topic Modeling Approach for Traditional Chinese Medicine Prescriptions. TKDE 2018

herbs knowledge prescriptions symptoms topic-modeling traditional-chinese-medicine

Last synced: 03 May 2025

https://github.com/ahmedbesbes/how-to-mine-newsfeed-data-and-extract-interactive-insights-in-python

A practical guide to topic mining and interactive visualizations

bokeh crontab gensim kmeans latent-dirichlet-allocation natural-language-processing newsapi newsapi-python nlp nlp-keywords-extraction nlp-machine-learning plots sklearn text-mining tf-idf topic-modeling tsne-algorithm tsne-plot

Last synced: 01 Jul 2025

https://github.com/yao8839836/ptm

A Topic Modeling Approach for Traditional Chinese Medicine Prescriptions. TKDE 2018

herbs knowledge prescriptions symptoms topic-modeling traditional-chinese-medicine

Last synced: 24 Apr 2025

https://github.com/andrewtavis/kwx

BERT, LDA, and TFIDF based keyword extraction in Python

bert data-analysis data-science data-visualization keyword-extraction latent-dirichlet-allocation lda machine-learning multilingual natural-language-processing nlp open-source python python3 text-analysis text-classification text-mining tfidf topic-modeling unsupervised-learning

Last synced: 14 Apr 2025

https://github.com/ankane/tomoto-ruby

High performance topic modeling for Ruby

latent-dirichlet-allocation lda topic-modeling

Last synced: 17 Nov 2025

https://github.com/DARIAH-DE/Topics

A Python library for topic modeling and visualization

data-science digital-humanities lda machine-learning natural-language-processing python3 text-mining topic-modeling

Last synced: 03 May 2025

https://github.com/bunyaminergen/callytics

Callytics is an advanced call analytics solution that leverages speech recognition and large language models (LLMs) technologies to analyze phone conversations from customer service and call centers.

denoising diarization forced-alignment llama3 llm openai opensource sentiment-analysis speech-emotion-recognition speech-processing speech-recognition speech-to-text summary topic-modeling transcription voice-activity-detection voice-recognition

Last synced: 03 Apr 2025

https://github.com/alexeyev/abae-pytorch

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

aspect-extraction autoencoder nlp pytorch pytorch-implementation topic-modeling unsupervised-machine-learning

Last synced: 26 Apr 2025

https://github.com/DARIAH-DE/TopicsExplorer

Explore your own text collection with a topic model – without prior knowledge.

digital-humanities flask-application gui lda pyqt5 standalone-executables topic-modeling topics-explorer

Last synced: 03 May 2025

https://github.com/wesslen/Topic-Modeling-Workshop-with-R

A workshop on analyzing topic modeling (LDA, CTM, STM) using R

lda r stm topic-modeling

Last synced: 15 Mar 2025

https://github.com/wesslen/topic-modeling-workshop-with-r

A workshop on analyzing topic modeling (LDA, CTM, STM) using R

lda r stm topic-modeling

Last synced: 27 Oct 2025

https://github.com/bnosac/etm

Topic Modelling in Semantic Embedding Spaces

embeddings lda topic-modeling word-embeddings word2vec

Last synced: 29 Apr 2025

https://github.com/jarmoza/twic

Topic Words in Context (TWiC) is a highly-interactive, browser-based visualization for MALLET topic models

d3 digital-humanities interactive-visualization topic-modeling visualization

Last synced: 18 Jan 2026

https://github.com/nzw0301/lightlda

fast sampling algorithm based on CGS

lda machine-learning nlp python topic-modeling

Last synced: 30 Apr 2025

https://github.com/nzw0301/lightLDA

fast sampling algorithm based on CGS

lda machine-learning nlp python topic-modeling

Last synced: 03 Apr 2025

https://github.com/yumeng5/CatE

[WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding

discriminative-topic-mining topic-mining topic-modeling word-embeddings

Last synced: 03 May 2025

https://github.com/x-tabdeveloping/turftopic

Robust and fast topic models with sentence-transformers.

contextual llm topic-modeling transformers

Last synced: 08 May 2025

https://github.com/benedekrozemberczki/nmfadmm

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

admm beta-divergence deepwalk embedding factorization feature-extraction lda matrix-factorization nmf node2vec optimization pca principal-component-analysis principal-components sparse-matrix topic-modeling unsupervised-learning unsupervised-machine-learning word-embedding word2vec