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.

KrishnanSG
KrishnanSG
Date Created 2020-03-27 (4 years ago)
Commits 28 (last one 3 years ago)
Stargazers 44 (0 this week)
Watchers 3 (0 this week)
Forks 11
License mit
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RepositoryStats indexes 598,732 repositories, of these KrishnanSG/holt-winters is ranked #502,704 (16th percentile) for total stargazers, and #428,941 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #13,579/17,660.

KrishnanSG/holt-winters is also tagged with popular topics, for these it's ranked: python (#19,742/22396),  data-science (#1,913/2147),  data-visualization (#819/922),  time-series (#580/674),  jupyter-notebook (#559/619),  analysis (#377/418),  anomaly-detection (#278/337),  forecasting (#170/190),  time-series-analysis (#127/151)

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KrishnanSG/holt-winters has Github issues enabled, there is 1 open issue and 1 closed issue.

Homepage URL: https://github.com/KrishnanSG/pytsal

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updated: 2024-12-13 @ 07:23pm, id: 250596737 / R_kgDODu_NgQ