latent-dirichlet-allocation

Star

Here are 437 public repositories matching this topic...

Language:All

Filter by language

All437 Jupyter Notebook209 Python124 HTML25 R23 C++10 Java10 MATLAB5 C2 Go2 JavaScript2

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

RubensZimbres /Repo-2017

Star1.2k

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

nlp opencv natural-language-processing deep-learning sentiment-analysis word2vec keras generative-adversarial-network autoencoder glove t-sne segnet keras-models keras-layer latent-dirichlet-allocation denoising-autoencoders svm-classifier resnet-50 anomaly-detection variational-autoencoder

UpdatedDec 6, 2021
Python

dselivanov /text2vec

Star867

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

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

UpdatedDec 1, 2025
R

MIND-Lab /OCTIS

Star793

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

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

UpdatedNov 24, 2025
Python

bab2min /tomotopy

Sponsor

Star585

Python package of Tomoto, the Topic Modeling Tool

nlp python-library topic-modeling latent-dirichlet-allocation topic-models supervised-lda correlated-topic-model hierarchical-dirichlet-processes pachinko-allocation dirichlet-multinomial-regression

UpdatedAug 7, 2024
C++

james-bowman /nlp

Star466

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

nlp go golang machine-learning natural-language-processing lsh simhash locality-sensitive-hashing tf-idf lsa lda random-projections svd lsi latent-dirichlet-allocation latent-semantic-analysis singular-value-decomposition feature-hash latent-semantic-indexing random-indexing

UpdatedMay 11, 2021
Go

keyATM /keyATM

Star114

An R package for Keyword Assisted Topic Models

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

UpdatedJul 22, 2025
R

lettier /lda-topic-modeling

Star106

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

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

UpdatedMar 2, 2018
PureScript

narayanan2004 /GraphMat

Star104

GraphMat graph analytics framework

graph graphs pagerank distributed collaborative-filtering graph-processing shortest-paths topological-sort breadth-first-search latent-dirichlet-allocation triangle-counting delta-stepping

UpdatedJan 25, 2023
C++

jonaschn /awesome-topic-models

Star101

✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

nlp text-mining awesome topic-modeling awesome-list latent-dirichlet-allocation dirichlet-process-mixtures latent-semantic-analysis topic-models non-negative-matrix-factorization dynamic-topic-modeling sentence-lda dirichlet-multinomial topic-model truncated-svd hierarchical-dirichlet-processes labeled-lda author-topic-model

UpdatedJul 11, 2022

ArtificiAI /Multilingual-Latent-Dirichlet-Allocation-LDA

Star83

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

multilingual machine-learning natural-language-processing clustering english french lda latent-dirichlet-allocation

UpdatedJul 16, 2024
Python

andrewtavis /kwx

Star76

BERT, LDA, and TFIDF based keyword extraction in Python

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

UpdatedMar 20, 2024
Python

Sarthakjain1206 /Intelligent_Document_Finder

Star76

Document Search Engine Tool

search-engine scrapy-spider indexer scrapy text-summarization search-algorithm webcrawler latent-dirichlet-allocation bm25 spellchecker document-similarity wikipedia-search wikipedia-crawler ranking-algorithm document-summarization reverse-index

UpdatedDec 8, 2022
Python

ahmedbesbes /How-to-mine-newsfeed-data-and-extract-interactive-insights-in-Python

Star74

A practical guide to topic mining and interactive visualizations

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

UpdatedApr 29, 2018
HTML

ycatsh /connor

Star71

Organize and classify files based on their content using NLP

python cli natural-language-processing cosine-similarity latent-dirichlet-allocation file-organizer sentence-transformers

UpdatedSep 14, 2025
Python

ankane /tomoto-ruby

Star66

High performance topic modeling for Ruby

topic-modeling lda latent-dirichlet-allocation

UpdatedOct 27, 2025
C++

mattmurray /topic_modelling_financial_news

Star59

Topic modelling on financial news with Natural Language Processing

python nlp sklearn spacy nltk topic-modeling matplotlib tf-idf k-means nlp-stemming latent-dirichlet-allocation nlp-machine-learning dbscan stemming latent-semantic-analysis

UpdatedAug 29, 2017
Jupyter Notebook

stepthom /lucene-lda

Star57

Using latent Dirichlet allocation (LDA) in Apache Lucene

topic lucene lda latent-dirichlet-allocation lucene-lda lda-model vsm

UpdatedNov 19, 2012
C++

KenHBS /LDA_thesis

Star54

Hierarchical, multi-label topic modelling with LDA

natural-language-processing bayesian-inference latent-dirichlet-allocation gibbs-sampler multilabel-multiclass

UpdatedDec 8, 2022
Python

TrainingByPackt /Natural-Language-Processing-Fundamentals

Star52

Use Python and NLTK to build out your own text classifiers and solve common NLP problems

python nlp api natural-language-processing unsupervised linear-regression scikit-learn markov-chain pandas lda supervised latent-dirichlet-allocation tokenization binary-classifier

UpdatedJan 15, 2020
Jupyter Notebook

kzhai /PyLDA

Star51

A Latent Dirichlet Allocation implementation in Python.

python nlp machine-learning natural-language-processing machine-learning-algorithms topic-modeling bayesian-inference lda variational-inference latent-dirichlet-allocation gibbs-sampling gibbs-sampler topic-models

UpdatedMar 24, 2019
Python

Improve this page

Add a description, image, and links to thelatent-dirichlet-allocation topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thelatent-dirichlet-allocation topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly