alteryx / evalml

EvalML is an AutoML library written in python.
https://evalml.alteryx.com
BSD 3-Clause "New" or "Revised" License
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Reducing code complexity in time series pre processing for larger datasets #4409

Open aadi1011 opened 2 months ago

aadi1011 commented 2 months ago

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.