More performance improvements.
- Improve computation of k-means initialization by Liu & Zhang
- Allow using k-means++ initialization
- Fix normalization of observations for k-means
- Remove progress bar, it cannot represent the main performance bottleneck anymore
- Remove save feature. Does not provide any value anymore due to performance improvements