EDA & Feature engineering notebook - Githubissues

mkingopng / electricity_demand_forecasting

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EDA & Feature engineering notebook #12

Open mkingopng opened 5 months ago

mkingopng commented 5 months ago

This notebook and process is pretty good, but we need to tie it off. Its not complete yet.

The following outstanding items

CDD & HDD
lag features
datetime features
PACF
ACF
Kalman Filter
anomalies and outliers
isolation forest
fix warnings
decomposition: seasonality, trend, residuals
add observations for each feature, and finish off partially completed items like KDE, histograms, auto correlation plot,