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These directions have been adapted from https://gist.github.com/stupidpupil/1e88638e5240476ec1f77d4b27747c88?permalink_comment_id=2198481

For more info on some of these steps, visit https://mrchromebox.tech

First boot

• Connect the power
• Open the lid

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"""
Programmer: Chris Tralie
Purpose: To demonstrate a greedy furthest point sampling, which is a general technique
for getting good points that are "spread out" and cover the dataset well
"""
import numpy as np
import matplotlib.pyplot as plt
from sklearn.metrics.pairwise import pairwise_distances

def getGreedyPerm(D):

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"""
Programmer: Chris Tralie
Purpose: To use the POT library (https://github.com/rflamary/POT)
to compute the Entropic regularized Wasserstein distance 
between points on a 2D grid
"""
import numpy as np
import matplotlib.pyplot as plt
import ot

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"""
Programmer: Chris Tralie
Purpose: To illustrate the dynamic time warping algorithm
to synchronize two 2D trajectories
"""
import numpy as np 
import matplotlib.pyplot as plt 

def getCSM(X, Y):
    """

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"""
Programmer: Chris Tralie

Purpose: To provide a basic ordered merge tree class for interval and circular domains,
along with methods to construct the merge tree from a time series, to plot it and
its associated persistence diagram, and to simplify the merge trees by persistence
"""

import numpy as np
import matplotlib.pyplot as plt

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