Milk: Machine Learning Toolkit for Python
This is the code that I use for my research projects.
Where can I get it?
Github as usual. Alternatively the python packages index also contains official releases,the latest of which can be obtained by
easy_install milk
or
pip install milk
if you use these tools.
Features
- Pythonic interface to libSVM. I took their code and implemented a wrapper instead of using auto-generated ones.
- Stepwise Discriminant Analysis for feature selection.
- K-means clustering. A simple implementation but it works well with very large datasets.
- Models can be pickle()d and unpickle()d.
TODO
- Little documentation beyond the API docs.
- It requires scipy.weave to be fast now. It should not.