Is a Fuzzy C-Means algorithm available for Python?
I have some dots in a 3 dimensional space and would like to cluster them. I know Pythons module "cluster", but it has only K-Means. Do you know a module which has FCM (Fuzzy C-Means)?
(If you know some other python modules which are related to clustering you could name them as a bonus. But the important question is the one for a FCM-algorithm in python.)
Matlab
It seems to be quite easy to use FCM in Matlab (example). Isn't something like this available for Python?
NumPy, SciPy and Sage
I didn't find FCM in NumPy, SciPy or Sage. I've downloaded the documentation and searched for it. No results
Python-cluster
It seems like the cluster module will add fuzzy C-Means with the next version (see Roadmap). But I need it now
Answer
PEACH will provide some Fuzzy C-Means functionality: http://code.google.com/p/peach/
However there doesn't seem to be any usable documentation as the wiki is empty. An example for using FCM with PEACH can be found on its website.