Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Contextualized Topic Models | 1,141 | 4 | 3 months ago | 30 | November 03, 2022 | 10 | mit | Python | ||
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021. | ||||||||||
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 | ||||||||||
Lda2vec Pytorch | 94 | 6 years ago | 8 | mit | Jupyter Notebook | |||||
Topic modeling with word vectors | ||||||||||
Embedded Topic Model | 68 | 8 months ago | 8 | September 06, 2023 | 1 | mit | Python | |||
A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM | ||||||||||
Attention Based Aspect Extraction | 54 | 4 years ago | 6 | apache-2.0 | Python | |||||
Code for unsupervised aspect extraction, using Keras and its Backends | ||||||||||
Nmfadmm | 39 | 2 years ago | gpl-3.0 | Python | ||||||
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014). | ||||||||||
Contextuallstm | 26 | 5 years ago | 2 | apache-2.0 | Python | |||||
Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning | ||||||||||
Kge Lda | 24 | 6 years ago | 2 | Java | ||||||
Knowledge Graph Embedding LDA. AAAI 2017 | ||||||||||
Doc2topic | 22 | 4 years ago | 1 | Python | ||||||
Neural topic modeling |