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ECOD does not accept missing data and pandas Series #63

Description

@enryH
  • detect_outliers_ecod should be called with an numpy nd.array - if a pandas.Series is passed this should be handled as item access works with iloc:

d = np.diff(N, prepend=N[0])
X = np.column_stack([np.abs(residual), N, d])

```python 
d = np.diff(N, prepend=N[0])
```
  • add test for pandas Series case
  • add test with missing values and capture error

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