Interpolate Preprocessing¶
This module allows easy pre-processing of data.
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flood_forecast.preprocessing.interpolate_preprocess.
fix_timezones
(df: pandas.core.frame.DataFrame) → pandas.core.frame.DataFrame[source]¶ Basic function to fix initil data bug related to NaN values in non-eastern-time zones due to UTC conversion.
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flood_forecast.preprocessing.interpolate_preprocess.
interpolate_missing_values
(df: pandas.core.frame.DataFrame) → pandas.core.frame.DataFrame[source]¶ Function to fill missing values with nearest value. Should be run only after splitting on the NaN chunks.