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
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Updated
Jun 4, 2021 - Jupyter Notebook