项目作者: therhappy

项目描述 :
eXtreme MultiLabel Classification tutorial notebook for Machine Learners (with video)
高级语言: Jupyter Notebook
项目地址: git://github.com/therhappy/xml-tuto.git
创建时间: 2018-01-22T13:02:56Z
项目社区:https://github.com/therhappy/xml-tuto

开源协议:

下载


xml-tuto

This is an eXtreme MultiLabel Classification tutorial notebook for Machine Learners.

It is designed to approach the deep XML problem in the most simple way possible: predictors are simple and quick and embedding is approached with a linear projection … but it works surprisingly well! See the notebook here …

New YouTube video!

If you want a quick look into XML, you can see my new video here:
Extreme MultiLabel Classification in Less than 5 minutes! (with movie genres)

Data

The data’s been compiled for ease of use. It comes from The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment and will serve as a minimalistic XML example.

Dependencies

  • scikit-learn
  • networkx