Search Results - RepositoryStats

BERTopic MaartenGr

716

5.8k

mit

53

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

184 commits to master branch, last one 2 days ago

Familia baidu

599

2.6k

bsd-3-clause

159

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 2 years ago

OCTIS MIND-Lab

97

700

mit

14

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

1,143 commits to master branch, last one 26 days ago

tomotopy bab2min

62

548

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

395 commits to main branch, last one 6 months ago

TopMost BobXWu

9

156

apache-2.0

2

A Topic Modeling System Toolkit

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

53 commits to main branch, last one 4 days ago

biterm markoarnauto

27

130

mit

6

Biterm Topic Model

python topic-models topic-clustering

Created 2018-11-27

8 commits to master branch, last one 4 months ago

keyATM keyATM

14

97

gpl-3.0

8

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

1,311 commits to master branch, last one 2 months ago

embedded-topic-model lfmatosm

8

83

mit

3

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 9 months ago

awesome-topic-models jonaschn

6

79

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 about a year ago

bitermplus maximtrp

13

73

mit

2

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

171 commits to main branch, last one 2 months ago

topic-model-diversity silviatti

5

43

mit

4

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 2 years ago

Paper-Neural-Topic-Models BobXWu

4

41

unknown

3

Papers of Neural Topic Models (NTMs)

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

Created 2022-10-08

39 commits to master branch, last one 14 days ago

ECRTM BobXWu

1

36

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 3 months ago