This directory includes sources used in the following paper:

Fang-Lan Huang, Cho-Jui Hsieh, Kai-Wei Chang, and Chih-Jen Lin.
Iterative Scaling and Coordinate Descent Methods for
Maximum Entropy Models, 2009.
http://www.csie.ntu.edu.tw/~cjlin/papers/maxent_journal.pdf

This code has been tested under 32 and 64-bit Linux environments
with Python 2.5 and Matlab 7.7 (R2008b).

You will be able to regenerate experiment results in the paper. However,
results may be slightly different due to the randomness, the CPU
speed, and the load of your computer.

Please cite the above article if you find this tool useful. Please
also read the COPYRIGHT/LICENSE before using this tool.

Maxent for 0/1-featured Data in NLP
===================================

Please check the file README in the directory 'maxent_exp'

Maxent (Logistic Regression) for Document Classification
========================================================

Please check the file README in the directory 'lr_exp'

