antoinecarme / pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
BSD 3-Clause "New" or "Revised" License
459 stars 72 forks source link

Avoid unnecessary failures #46

Closed antoinecarme closed 7 years ago

antoinecarme commented 7 years ago

Sometimes the signal is too small/easy to forecast. PyAF fails when the signal has only one row !!!

The goal here is to make pyaf as robust as possible against very small/bad datasets PyAF should automatically produce reasonable/naive/trivial models in these cases. It should not fail in any case (normal behavior expected, useful for M2M context)