Topic Modelling for Humans

Machine learning, in numpy

A Toolkit for Industrial Topic Modeling

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

Beautiful visualizations of how language differs among document types.

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

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

Fast topic modeling platform

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

R package for web-based interactive topic model visualization.

Various Algorithms for Short Text Mining

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

semi supervised guided topic model with custom guidedLDA

Resources for learning about Text Mining and Natural Language Processing

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

Open Source Package for Gibbs Sampling of LDA

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

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

A python package to run contextualized topic modeling

Palmetto is a quality measuring tool for topics

Code & data accompanying the KDD2017 paper "KATE: K-Competitive Autoencoder for Text"

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

Python package of Tomoto, the Topic Modeling Tool

Topic modeling with word vectors

Top2Vec learns jointly embedded topic, document and word vectors.

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model