scikit-mlmlm is a Python and scikit-learn compatible implementation of Minimal Learning Machine - Multi Label Classifier, based on the Arxiv paper Minimal Learning Machine for Multi-Label Learning and the GitHub repository https://github.com/jookriha/ml-mlm.
A quick demo can be found in ml_mlmlm_demo.py at the root of the project.