Projects in Awesome Lists tagged with topic-models

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/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/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/bab2min/tomotopy

Python package of Tomoto, the Topic Modeling Tool

Last synced: 17 Jan 2026

https://github.com/keyATM/keyATM

An R package for Keyword Assisted Topic Models

latent-dirichlet-allocation natural-language-processing political-science r rcpp rcppeigen social-science topic-models

Last synced: 26 Apr 2025

https://github.com/keyatm/keyatm

An R package for Keyword Assisted Topic Models

latent-dirichlet-allocation natural-language-processing political-science r rcpp rcppeigen social-science topic-models

Last synced: 19 Jan 2026

https://github.com/laserwave/topic_models

implemented : lsa, plsa, lda

topic-modeling topic-models

Last synced: 03 May 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/silviatti/topic-model-diversity

A collection of topic diversity measures for topic modeling

evaluation-metrics gensim latent-dirichlet-allocation lda topic-diversity topic-diversity-measures topic-model topic-modeling topic-modeling-analysis topic-models

Last synced: 03 May 2025

https://github.com/ahoho/kd-topic-models

Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"

knowledge-distillation topic-modeling topic-models

Last synced: 14 Jul 2025

https://github.com/polsci/colab-gensim-mallet

This repository is designed for students in DIGI405 at the University of Canterbury to do topic modeling through their browser using Google Colab. It is relevant for others who want to do topic modeling through a browser with their own corpus.

binder gensim mallet topic-modeling topic-models

Last synced: 19 Jun 2025

https://github.com/JonasRieger/rollinglda

A rolling version of the Latent Dirichlet Allocation.

consistency latent-dirichlet-allocation lda model-selection reliability text-mining textdata topic-model topic-models topicmodel topicmodeling topicmodelling

Last synced: 30 Jul 2025

https://github.com/amazon-science/text_generation_diffusion_llm_topic

Topic Embedding, Text Generation and Modeling using diffusion

diffusion-models lda machine-learning natural-language-processing nlp sentence-embeddings t5 text-embedding text-embeddings text-generation topic topic-modeling topic-models transformers

Last synced: 26 Aug 2025

https://github.com/prrao87/topic-modelling

Comparing the scalability and quality of topic models in Gensim and PySpark

data-mining gensim lda natural-language-processing nlp pyspark python topic-modeling topic-models

Last synced: 20 Jun 2025

https://github.com/PuzaTech/Fugue

A research package for topic modeling

latent-dirichlet-allocation topic-modeling topic-models

Last synced: 03 May 2025

https://github.com/christoph/robics

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.

gensim lda natural-language-processing nmf robust-parametrizations scikit-learn topic-modeling topic-models

Last synced: 13 Apr 2025

https://github.com/bean5/paper-thesis

My published paper on the application of LDA on documents. Base corpus: Thousands of LDS General Conference articles spanning decades.

ai docker general-conference latex lda paper recommendation-system recommender-system research topic-modelling topic-models whitepaper whitepapers

Last synced: 14 May 2026

https://github.com/polsci/binder-gensim-mallet

This repository is designed for students in DIGI405 at the University of Canterbury to do topic modeling through their browser using Binder. It is relevant for others who want to do topic modeling through a browser with their own corpus.

binder gensim mallet topic-modeling topic-models

Last synced: 19 Jun 2025