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shankarpandala / lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
MIT License
3.03k stars 344 forks source link

Support for time series forecasting #427

Open corridordigital opened 1 year ago

corridordigital commented 1 year ago

Problem: time series forecasting quality depends a lot on the ML method, and it's often hard to decide or very time-consuming

Solution: a feature, in addition to regression & classification, that makes it easy to compare the most common time series forecasting models (Prophet, AutoARIMA, NeuralProphet, etc.)

Alternatives: there is no alternative currently available. GluonTS and sktime provide a more or less unified API for time series forecasting models

BradKML commented 4 weeks ago

Thought of something similar but AutoTS already exists, what seems to make this necessary?