Fugue

A Topic Modeling Package

Fugue is a research oriented topic modeling package for text mining and machine learning practitioners, designed for understanding models and algorithms. The philosophy of the package is to include mature models and algorithms that represent the state-of-the-art of research in topic modeling.

Models/Algorithms

• Latent Dirichlet allocation (LDA) with collapsed Gibbs sampling

Roadmap

We are expecting v1.0 in Mid 2016. See Detailed Plan.

Prerequisites

• Gradle
• JDK
• Python 2.7

The design of the package is to limit the prerequesite packages and therefore you can easily experiment new models with minimum environments.

Platforms

• Mac/Linux

How to Compile

$ python Fugue.py

Run AP example

$ python Fugue.py --task train

Admin

https://zube.io/boards/52705186