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kneed_knee_locator_convex_decreasing_curve_detection.py

python

This quickstart generates a synthetic convex-decreasing curve and uses the KneeLoc

15d ago15 linesarvkevi/kneed
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kneed_knee_locator_convex_decreasing_curve_detection.py
1import matplotlib.pyplot as plt
2from kneed import KneeLocator, DataGenerator
3
4# Generate a synthetic sample dataset
5x, y = DataGenerator.convex_decreasing()
6
7# Initialize the KneeLocator
8kneedle = KneeLocator(x, y, S=1.0, curve="convex", direction="decreasing")
9
10# Find the knee point
11print(f"The knee is located at x={kneedle.knee}, y={kneedle.knee_y}")
12
13# Optional: Plot the results
14kneedle.plot_knee()
15plt.show()