Better fish

- Added a new sensor, AverageSameAgentVec: Returns a vector
  towards the CoM of nearby agents of the same type. Useful for
  flocking type agents. Used in NotemigonusCrysoleucas
- Added python script for augmenting btf with this type of sensor
- Fixed FishKNN typo, uses new sensor, looks more fish-like.