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DeepAR
DeepAR
Pairings in the atlas
Autoregressive RNN likelihood
standard
Probabilistic forecasting
time-series
Rivals: other methods for the same problems
ARIMA
ARIMAX
Auto-ARIMA
Croston's method
Exponential smoothing
Exponential weighted moving average
Fourier seasonality features
Holt linear trend
Holt-Winters
Moving average
N-BEATS
Prophet
SARIMA
Seasonal naive forecast
Temporal convolutional network
Temporal fusion transformer
Theta method
Vector autoregression
Where it sits
time-series
·
Machine Learning & AI