added build script for C extension. added init file for demos.
removed mini_batch and soft k-means methods for first release.
added parameter 'return_centers' to calculate_centers in order to only return the calculated cluster centers if it is necessary (i.e. for demo/testing purposes).
added saving of assignment data in the iteration step of the python implementation.
added shell script to execute performance demo.