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 ...
If you want a quick look into XML, you can see my new video here:
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.
- scikit-learn
- networkx