Ports implementations of convex clustering algorithms to Python and gives sklearn-like interface. Planned to include ADMM (Chi, Lange 2015), SSNAL (Sun, Toh, Yuan 2021).
Installation: For now, download the folder, cd to the folder, run "pip install -e ."
Dependencies: Numpy, Scipy, scikit-learn, sckikit-sparse
IN DEVELOPMENT, future changes may cause backwards-compatability issues
To do:
- Documentation
- Logging
- Typing
- Testing
- Alternative to scikit-sparse methods
- More algorithms
- Code clean-up
- Fix examples