Replace the for-loops in trajectory_projector with Numpy array operations. Instead of processing one point at a time, extract all x and y coordinates into Numpy arrays using numpy.asarray, process them in batch operations, and write results back using Pandas indexing. Look for other loops that iterate over trajectory points and apply similar transformations. Use numpy.hstack to combine coordinate arrays when needed.
Replace the
for-loops intrajectory_projectorwith Numpy array operations. Instead of processing one point at a time, extract all x and y coordinates into Numpy arrays using numpy.asarray, process them in batch operations, and write results back using Pandas indexing. Look for other loops that iterate over trajectory points and apply similar transformations. Use numpy.hstack to combine coordinate arrays when needed.