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The Top 7 Neural Topic Models Open Source Projects

Open source projects categorized as Neural Topic Models
Categories > Neural Topic Models
Contextualized Topic Models ⭐ 1,141
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.
dependent packages 4total releases 30most recent commit 3 months agopypi contextualized-topic-models} Downloads
Octis ⭐ 647
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
total releases 34most recent commit 4 months ago
Topmost ⭐ 62
Towards the TopMost: A Topic Modeling System Toolkit
most recent commit 7 months ago
Antm ⭐ 19
Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at different periods, and aligns document clusters to represent topic evolution.
most recent commit 6 months ago
Paper Neural Topic Models ⭐ 15
Papers of Neural Topic Models (NTMs)
most recent commit 7 months ago
Ecrtm ⭐ 8
Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)
most recent commit 10 months ago
Neural_topic_models ⭐ 7
neural_topic_models
most recent commit 7 years ago
The 2 Latest Releases In Neural Topic Models Open Source Projects
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