Answers for "check if there is nan in numpy array"

1

python numpy array check if all nans

np.all(np.isnan(numpy_array))
Posted by: Guest on July-09-2020
1

python test if value is np.nan

import numpy as np

mynan = np.nan
mynum = 18

print("NaN? : ", np.isnan(mynan)) # Use np.isnan() to test
print("NaN? : ", np.isnan(mynum))

# Results:
# Nan? : True
# NaN? : False
Posted by: Guest on August-25-2021
2

check nan values in a np array

array_has_nan = np.isnan(array_sum)
Posted by: Guest on October-11-2020
0

numpy is not nan

a = a[~np.isnan(a)]
Posted by: Guest on September-09-2020

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