Search Results - RepositoryStats

BERTopic MaartenGr

803

6.7k

mit

52

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

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

Created 2020-09-22

218 commits to master branch, last one 9 days ago

Familia baidu

593

2.6k

bsd-3-clause

156

A Toolkit for Industrial Topic Modeling

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

Created 2017-06-14

176 commits to master branch, last one 3 years ago

OCTIS MIND-Lab

111

757

mit

13

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

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

Created 2020-03-13

1,150 commits to master branch, last one 9 months ago

tomotopy bab2min

63

577

mit

12

Python package of Tomoto, the Topic Modeling Tool

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

Created 2019-05-11

431 commits to main branch, last one 8 months ago

TopMost BobXWu

26

241

apache-2.0

3

A Topic Modeling System Toolkit (ACL 2024 Demo)

nlp library package toolkit nlp-library topic-models topic-modeling neural-topic-models nlp-machine-learning neural-topic-modeling topic-modeling-analysis

Created 2023-09-03

72 commits to main branch, last one 11 days ago

biterm markoarnauto

26

135

mit

5

Biterm Topic Model

python topic-models topic-clustering

Created 2018-11-27

8 commits to master branch, last one about a year ago

keyATM keyATM

15

107

gpl-3.0

6

An R package for Keyword Assisted Topic Models

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

Created 2019-12-20

1,320 commits to master branch, last one 25 days ago

embedded-topic-model lfmatosm

11

95

mit

2

A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

nlp embeddings topic-models topic-modeling

Created 2021-01-28

111 commits to main branch, last one about a year ago

awesome-topic-models jonaschn

7

94

other

2

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

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

Created 2021-03-01

10 commits to main branch, last one 2 years ago

bitermplus maximtrp

14

80

mit

1

Biterm Topic Model (BTM): modeling topics in short texts

btm nlp cython python data-science topic-models visualization topic-modeling machine-learning biterm-topic-model nlp-machine-learning natural-language-processing

Created 2021-02-19

174 commits to main branch, last one 9 months ago

Paper-Neural-Topic-Models BobXWu

7

75

unknown

3

Papers of Neural Topic Models (NTMs)

survey paper-list topic-models topic-modeling neural-topic-models

Created 2022-10-08

40 commits to master branch, last one 9 months ago

topic-model-diversity silviatti

5

45

mit

3

A collection of topic diversity measures for topic modeling

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

Created 2020-09-07

13 commits to master branch, last one 3 years ago

ECRTM BobXWu

4

42

unknown

1

Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)

topic-models topic-modeling neural-topic-models

Created 2023-04-24

2 commits to master branch, last one about a year ago

STREAM AnFreTh

9

37

mit

4

A versatile Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sci...

lda nlp ntm nlp-library nlp-toolkit topic-model topic-models topic-modeling document-clustering neural-topic-models nlp-machine-learning topic-model-analysis neural-topic-modeling topic-modeling-package

Created 2024-02-11

420 commits to main branch, last one 2 months ago