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import numpy as np | |
import matplotlib.pyplot as plt | |
from adjustText import adjust_text | |
import json | |
notes = [] | |
together = [(0, 1.0, 0.4), (25, 1.0127692669427917, 0.41), (50, 1.016404709797609, 0.41), (75, 1.1043426359673716, 0.42), (100, 1.1610446924342996, 0.44), (125, 1.1685687930691457, 0.43), (150, 1.3486407784550272, 0.45), (250, 1.4013999168008104, 0.45)] | |
embed = [(y,y) for (x,y,z) in together] | |
embed += [(y*1.1,y) for (x,y,z) in together] | |
embed += [(y,y*1.1) for (x,y,z) in together] | |
clusters = range(len(embed)) | |
names = [str(a) for a in embed] | |
for point, label in zip(embed, names): | |
notes.append(plt.text(point[0], point[1], label, bbox={'pad':0, 'alpha':0}, size=5)) | |
adjust_text(notes, arrowprops=dict(arrowstyle="->", color='r')) | |
# adrust_text(notes, arrowprops=dict(arrowstyle="-", color='r')) | |
plt.scatter(*np.transpose(embed), c=clusters) | |
plt.title("thres %f; clusters: %d" % (1, 2)) | |
plt.show() |
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