brutlag

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KrishnanSG / holt-winters
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.
holt-winters brutlag time-series time-series-analysis analysis forecasting-models exponential-smoothing-models anomaly-detection modelling data-science data-visualization forecasting holt-winters-forecasting brutlag-algorithm seasonality jupyter-notebook holt-winter-model triple-exponential-smoothing python
Language:Jupyter Notebook 45

KrishnanSG / holt-winters