Finalize ICA filter
  - Add license text
  - Restructure project to conform with WEKA filter requirements (including changing folders and package name, and adding required files)
  - Refactor IndependentComponents class to extend Filter instead of SimpleBatchFilter
  - Fix bug in FastICA that did not recenter output data