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Feature:
- added `prepare` function to normalization, such that values can be computed over the entire histogram and passed specifically to the normalization function per sample or group
- added `prepare_correlation_correction` to normalize data such the cell types with the largest correlation are superimposed between species. 
- added convenience functions for calculating mean, sum, standard deviation, and variance
- added operations for +, -, and *

Bugfix:
- correct indexing when setting new values in a `KMerCollection` via the `subset_kmer_hist` function