Discover the Best Open-Source Topic-modeling Projects Sorted by Stars

Topic Modelling for Humans

Machine learning, in numpy

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

Top2Vec learns jointly embedded topic, document and word vectors.

A Toolkit for Industrial Topic Modeling

Beautiful visualizations of how language differs among document types.

A Python toolbox for gaining geometric insights into high-dimensional data

Owl - OCaml Scientific Computing @ http://ocaml.xyz

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.

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

Fast topic modeling platform

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

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

R package for web-based interactive topic model visualization.

Resources for learning about Text Mining and Natural Language Processing

Python package of Tomoto, the Topic Modeling Tool

An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com

semi supervised guided topic model with custom guidedLDA

Various Algorithms for Short Text Mining

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