Task: Understanding NumPy Array Copy vs Reference Behavior

Task: Understanding NumPy Array Copy vs Reference Behavior: a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that demonstrates the differences between various NumPy array assignment methods and determines when new memory is allocated versus when arrays share memory.