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holt-winter-model

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KrishnanSG / holt-winters

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The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.

python data-science time-series analysis jupyter-notebook data-visualization forecasting modelling forecasting-models time-series-analysis anomaly-detection holt-winters triple-exponential-smoothing seasonality exponential-smoothing-models brutlag holt-winters-forecasting brutlag-algorithm holt-winter-model
  • Updated Jun 4, 2021
  • Jupyter Notebook

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