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Reducing code complexity in time series pre processing for larger datasets #4409

@aadi1011

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@aadi1011

In the evalml/preprocessing/data_splitters/time_series_split.py file, the time it takes for larger datasets (in multiple gigabytes or more than 500 features) is too complicatedly high which can be optimized.

Asking for the code functions to be optimized further.

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