govg / exp2xml

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Exp2XML

Library for online extreme-multi-label learning

Authors : Nishit Asnani, Govind Gopakumar

Affiliation : Indian Institute of Technology, Kanpur


Usage :

Use testall.py in the Tests/ folder.


Implemented so far :

  • Normal Random forests
  • Alternating method to optimize w's, deltas
  • UCB selection of features at every node
  • UCB selection of features at every level
  • Thomspon sampling selection of features at every level

All datasets are taken from publicly available resources. The ones in use are:

About


Languages

Language:Python 88.6%Language:C++ 9.0%Language:Makefile 2.1%Language:CMake 0.3%