np.delete ignores nan index code example
Example 1: remove nans and infs python
x = x[numpy.logical_not(numpy.isnan(x))]
Example 2: remove nans and infs python
df.replace([np.inf, -np.inf], np.nan).dropna(axis=1)
x = x[numpy.logical_not(numpy.isnan(x))]
df.replace([np.inf, -np.inf], np.nan).dropna(axis=1)