Measuring similarity and distance function by Ricky Ho.
Ricky covers:
- Distance between numeric data points
- Distance between categorical data points
- Distance between mixed categorical and numeric data points
- Distance between sequence (String, TimeSeries)
- Distance between nodes in a network
- Distance between population distribution
Not every measure or function but enough to get you started.