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Forecasting functions #95

@avilchess

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@avilchess

Khiva already contains a number of functions with a diverse purpose i.e. clustering, distances, dimensionality, feature extraction, normalization, etc...
However, khiva is lacking some functions to perform predictions as GARCH model, ARIMA or other more complex ones.

It would be nice to develop a module for forecasting purposes.

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