Topic Modeling Libraries - Page 1

Topic Modelling for Humans

Python 14417Updated: 2 y ago License: Weak Copyleft (LGPL-2.1)

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Python 4329Updated: 2 y ago License: Permissive (MIT)

Top2Vec learns jointly embedded topic, document and word vectors.

Python 2558Updated: 2 y ago License: Permissive (BSD-3-Clause)

A Toolkit for Industrial Topic Modeling

C++ 2420Updated: 4 y ago License: Permissive (BSD-3-Clause)

Topic modeling with latent Dirichlet allocation using Gibbs sampling

Python 1122Updated: 2 y ago License: Weak Copyleft (MPL-2.0)

R package for web-based interactive topic model visualization.

JavaScript 532Updated: 2 y ago License: Proprietary (Proprietary)

Python package of Tomoto, the Topic Modeling Tool

C++ 474Updated: 2 y ago License: Permissive (MIT)

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Python 462Updated: 4 y ago License: Permissive (Apache-2.0)

中文詞向量訓練教學

Python 434Updated: 4 y ago License: Permissive (MIT)

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

Python 431Updated: 2 y ago License: No License (No License)

Topic Modeling in Embedding Spaces

Python 422Updated: 3 y ago License: Permissive (MIT)

semi supervised guided topic model with custom guidedLDA

Python 404Updated: 4 y ago License: Weak Copyleft (MPL-2.0)

Code for Biterm Topic Model (published in WWW 2013)

C++ 389Updated: 2 y ago License: Permissive (Apache-2.0)

Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

Python 369Updated: 2 y ago License: No License (No License)

Implementation of various topic models

Jupyter Notebook 348Updated: 4 y ago License: Permissive (Apache-2.0)

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)

Java 309Updated: 4 y ago License: No License (No License)

An R Package for the Structural Topic Model

R 308Updated: 4 y ago License: Proprietary (Proprietary)

LDA topic modeling for node.js

JavaScript 263Updated: 4 y ago License: Permissive (Apache-2.0)

A Package of Keyphrase Extraction and Social Tag Suggestion, the project has moved to

Java 257Updated: 4 y ago License: No License (No License)

A dataset of 15 million CAD sketches with geometric constraint graphs.

Python 254Updated: 2 y ago License: Permissive (MIT)

Real-time Skeletonization for Sketch-based Modeling

C++ 248Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

A systems dynamics economics modeling software

C++ 246Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

Dynamic Topic Modeling via Non-negative Matrix Factorization

Python 239Updated: 4 y ago License: Permissive (Apache-2.0)

Words categorized by topic.

JavaScript 235Updated: 2 y ago License: Permissive (MIT)

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

C++ 232Updated: 4 y ago License: Permissive (Apache-2.0)

Open Source Package for Gibbs Sampling of LDA

Java 222Updated: 4 y ago License: No License (No License)

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Python 217Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

Python 192Updated: 2 y ago License: Permissive (Apache-2.0)

A Java implemention of LDA(Latent Dirichlet Allocation)

Java 191Updated: 4 y ago License: No License (No License)

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Python 180Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

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

Java 169Updated: 4 y ago License: Proprietary (Proprietary)

Palmetto is a quality measuring tool for topics

Java 168Updated: 3 y ago License: Strong Copyleft (AGPL-3.0)

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

Shell 165Updated: 4 y ago License: Strong Copyleft (GPL-2.0)

Topic modeling with gensim and LDA

Python 158Updated: 4 y ago License: Permissive (Apache-2.0)

Go library for performing computations in word2vec binary models

Go 152Updated: 3 y ago License: Permissive (MIT)

This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

C 144Updated: 4 y ago License: Weak Copyleft (LGPL-2.1)

Models, properties, and write-up of LTEInspector (NDSS'18)

Python 141Updated: 2 y ago License: No License (No License)

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

C++ 141Updated: 4 y ago License: Strong Copyleft (GPL-2.0)

HTML 138Updated: 4 y ago License: Proprietary (Proprietary)

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Python 137Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

Object modeling system for Kohana, inspired by Django

PHP 136Updated: 4 y ago License: Permissive (MIT)

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Python 133Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

A Ruby wrapper for Latent Dirichlet Allocation (LDA).

C 132Updated: 4 y ago License: Weak Copyleft (LGPL-2.1)

Concept Modeling: Topic Modeling on Images and Text

Python 132Updated: 2 y ago License: Permissive (MIT)

Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.

Python 131Updated: 4 y ago License: Strong Copyleft (GPL-2.0)

A project with topic model implementations

Python 130Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

Jupyter Notebook 126Updated: 3 y ago License: Strong Copyleft (GPL-3.0)

Distributed skipgram mixture model for multisense word embedding

C++ 117Updated: 4 y ago License: Permissive (MIT)

Topic modeling with word vectors

Jupyter Notebook 112Updated: 4 y ago License: Permissive (MIT)

Constraint-based diagram editor

C++ 110Updated: 4 y ago License: Proprietary (Proprietary)