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

Nomic Developer API SDK

Owl - OCaml Scientific Computing @ https://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 (Bianchi et al.).

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

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

Fast topic modeling platform

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

Resources for learning about Text Mining and Natural Language Processing

Python package of Tomoto, the Topic Modeling Tool

R package for web-based interactive topic model visualization.

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

TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)

Machine Learning Lectures at the European Space Agency (ESA) in 2018

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

LDA topic modeling for node.js

A Topic Modeling System Toolkit (ACL 2024 Demo)

Open Source Package for Gibbs Sampling of LDA

Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.

Palmetto is a quality measuring tool for topics

Concept Modeling: Topic Modeling on Images and Text

🗺️ Data Cleaning and Textual Data Visualization 🗺️