
Multivariate Time Series models: Do we really need them?
A comparison of local, global, univariate and multivariate configurations using the DLinear and NLinear models
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1Cycle scheduling: State of the art timeseries forecasting
How to get state of the art timeseries forecasting results using machine learning with my variant of DeepAR and 1Cycle Scheduling

Predicting covariates: Is it a good idea?
A study which evaluates the effectiveness of predicting covariates in LSTM Neural Networks for Time Series Forecasting