Maximum Entropy Modeling Toolkit for Python and C++

Project Website:

Github Link:

**Description**

The Maximum Entropy Toolkit provides a set of tools and library for constructing maximum entropy (maxent) model in either Python or C++.

Maxent Entropy Model is a general purpose machine learning framework that has proved to be highly expressive and powerful in statistical natural language processing, statistical physics, computer vision and many other fields. Please see my maxent page for more information on maxent. right place.

If you do not like this Toolkit, you can still try several other ME implementations.

Features

Current version has the following highlights:

Conditional Maximum Entropy Model

L-BFGS Parameter Estimation

GIS Parameter Estimation

Gaussian Prior Smoothing

C++ API

Python Extension module written in C++

Command line utility: maxent

Documentation and Tutorial 😉