numpy masked array
Numpy can handle arrays with missing or invalid entries
Official documents
numpy.ma module
https://docs.scipy.org/doc/numpy/reference/maskedarray.generic.html
Masked array operations
https://docs.scipy.org/doc/numpy/reference/routines.ma.html