exponential-smoothing topic

List exponential-smoothing repositories

orbit

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A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

statsforecast

3.9k
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270
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Lightning ⚡️ fast forecasting with statistical and econometric models.

StateSpaceModels.jl

265
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27
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StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

scikit-hts

218
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38
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Hierarchical Time Series Forecasting with a familiar API

ETSformer-pytorch

142
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20
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Implementation of ETSformer, state of the art time-series Transformer, in Pytorch

smooth

87
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19
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The set of functions used for time series analysis and in forecasting.

ETSformer

241
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39
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PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

hawkular-datamining

36
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22
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Real-time time series prediction library with standalone server

product-sales-forecasting

47
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32
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Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE a...

Time-Series-Forecasting

25
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Forecasting Monthly Sales of French Champagne - Perrin Freres