PTRAIL: A Parallel TRajectory dAta preprocessIng Library
PTRAIL is a state-of-the art Mobility Data Preprocessing Library that mainly deals with filtering data, generating features and interpolation of Trajectory Data.
- The main features of PTRAIL are:
PTRAIL use primarily parallel computation based on python Pandas and numpy which makes it very fast as compared to other comparable libraries available.
PTRAIL harnesses the full power of the machine that it is running on by using all the cores available in the computer.
Four different kinds of Trajectory Interpolation techniques are offered by PTRAIL which is a first in the community.
- ptrail.core package
- ptrail.features package
- ptrail.preprocessing package
- ptrail.utilities package
- ptrail.visualization package