14 results found Sort:

MaartenGr
BERTopic MaartenGr
764
6.2k
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
198 commits to master branch, last one 16 days ago
baidu
Familia baidu
596
2.6k
bsd-3-clause
157
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
MIND-Lab
OCTIS MIND-Lab
105
732
mit
15
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 4 months ago
bab2min
tomotopy bab2min
63
560
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 3 months ago
BobXWu
TopMost BobXWu
15
195
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
58 commits to main branch, last one 26 days ago
markoarnauto
biterm markoarnauto
26
132
mit
6
Biterm Topic Model
python topic-models topic-clustering
Created 2018-11-27
8 commits to master branch, last one 9 months ago
keyATM
keyATM keyATM
13
103
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 6 months ago
lfmatosm
embedded-topic-model lfmatosm
9
91
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 about a year ago
jonaschn
awesome-topic-models jonaschn
7
90
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
maximtrp
bitermplus maximtrp
13
77
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
174 commits to main branch, last one 3 months ago
BobXWu
Paper-Neural-Topic-Models BobXWu
6
59
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 3 months ago
silviatti
topic-model-diversity silviatti
5
45
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 3 years ago
BobXWu
ECRTM BobXWu
3
39
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 8 months ago
AnFreTh
STREAM AnFreTh
7
33
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
394 commits to main branch, last one about a month ago