remove outliers numpy array
import numpy as np
from scipy import stats
a = np.array([1,1,1,1,1,1,1,1,1,100])
a_no_outliers = a[(np.abs(stats.zscore(a)) < 3)]
print(a_no_outliers)
out: array([1, 1, 1, 1, 1, 1, 1, 1, 1])remove outliers numpy array
import numpy as np
from scipy import stats
a = np.array([1,1,1,1,1,1,1,1,1,100])
a_no_outliers = a[(np.abs(stats.zscore(a)) < 3)]
print(a_no_outliers)
out: array([1, 1, 1, 1, 1, 1, 1, 1, 1])Copyright © 2021 Codeinu
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