Addtive Poisson Process

Dependencies:
-------------
Main program:
Python\3.8.3
Numpy\1.9.2
scipy\1.4.1
cupy\7.5.0

Experiments:
pandas\1.0.4
matplotlib\3.2.1

Files:
------
'APP.py' -- Main program detailed in the submission
'higher_dimension_dense.py' -- Code to produce high dimensional dense experiment
'higher_dimension_dense.py' -- Code to produce high dimensional sparse experiment
'two_dimension_dense.py' -- Code to produce two dimensional dense experiment
'two_dimension_sparse.py' -- Code to produce two dimensional sparse experiment
'thinning_algorithm_dense.py' -- Code to produce one dimensional dense experiment
'thinning_algorithm_sparse.py' -- Code to produce one dimensional sparse experiment
'get_higher_dimension_ground_truth.py' -- Code to produce the ground truth for the higher dimensional experiment
'get_two_dimension_ground_truth.py' -- Code to produce the ground truth for the two dimensional experiment
'runall.sh' -- A shell script to run all experiments simutanously
'NY_Taxi_Experiment.ipynb' -- Python notebook for the New York Taxi Experiment

