Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Gensim	15,180	2,371	766	16 days ago	93	August 24, 2023	405	lgpl-2.1	Python
Topic Modelling for Humans
Top2vec	2,738		2	5 months ago	36	November 16, 2023	62	bsd-3-clause	Python
Top2Vec learns jointly embedded topic, document and word vectors.
Scattertext	2,131	8	2	8 months ago	148	April 18, 2023	22	apache-2.0	Python
Beautiful visualizations of how language differs among document types.
Text2vec	829	15	18	5 months ago	10	November 09, 2023	24	other	R
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
Etm	507			10 months ago			30	mit	Python
Topic Modeling in Embedding Spaces
Unsupervised Aspect Extraction	230			4 years ago			13	apache-2.0	Python
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
Lftm	149			7 years ago				other	Java
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
Kate	130			4 years ago			4	bsd-3-clause	Python
Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
Lda2vec Pytorch	94			6 years ago			8	mit	Jupyter Notebook
Topic modeling with word vectors
Attention Based Aspect Extraction	54			4 years ago			6	apache-2.0	Python
Code for unsupervised aspect extraction, using Keras and its Backends

Alternatives To Top2vec

Select To Compare

Gensim ⭐ 15,180

Topic Modelling for Humans

dependent packages 766total releases 93most recent commit 16 days ago

Top2vec ⭐ 2,738

Top2Vec learns jointly embedded topic, document and word vectors.

dependent packages 2total releases 36most recent commit 5 months ago

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

dependent packages 2total releases 148most recent commit 8 months ago

Text2vec ⭐ 829

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

dependent packages 18total releases 10most recent commit 5 months ago

Etm ⭐ 507

Topic Modeling in Embedding Spaces

most recent commit 10 months ago

Unsupervised Aspect Extraction ⭐ 230

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

most recent commit 4 years ago

Lftm ⭐ 149

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

most recent commit 7 years ago

Kate ⭐ 130

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

most recent commit 4 years ago

Lda2vec Pytorch ⭐ 94

Topic modeling with word vectors

most recent commit 6 years ago

Attention Based Aspect Extraction ⭐ 54

Code for unsupervised aspect extraction, using Keras and its Backends

most recent commit 4 years ago

Suggest An Alternative To Top2Vec

Alternative Project Comparisons

Top2vec vs Gensim

Top2vec vs Scattertext

Top2vec vs Text2vec

Top2vec vs Etm

Top2vec vs Unsupervised Aspect Extraction

Top2vec vs Lftm

Top2vec vs Kate

Top2vec vs Lda2vec Pytorch

Top2vec vs Attention Based Aspect Extraction

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