Python Implementation of LEML

Python implementation of the LEML:

Yu, Hsiang-Fu, et al. "Large-scale Multi-label Learning with Missing Labels." ICML. 2014.

Notes: This version implements LEML with the squared loss and assuming full labels.

How to Install

Packages:

• Python 2.7
• numpy 1.11.1+
• scipy 0.18.0+
• Cython
• OpenMP

To install the main package:

python setup.py install

How to Use

See examples in example directory.

TODO

• Add ability to model missing label
• Add log loss function