Fedot provides functions for timeseries forecasting and some examples can be seen in examples/time_series_forecasting.py.
It could be useful to extend the examples with a 'comprehensive guide for dummies' how to forecast timeseries using Fedot framework.
What can be included in:
Timeseries format representations? Simple visualization. Fedot TS-format
Synthetic timeseries generation
Some real examples? (Stock prices for instance)
Onestep prediction with 1 model (without exog)
What is exog values? Onestep with exog
Multistep predictions with/without exog
Multiscale predictions (trend + residual)
Predictions with composite model
Composer-based chain generation for timeseries (?)
Fedot provides functions for timeseries forecasting and some examples can be seen in
examples/time_series_forecasting.py
. It could be useful to extend the examples with a 'comprehensive guide for dummies' how to forecast timeseries using Fedot framework.What can be included in: