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 12
License mit
Ranking

RepositoryStats indexes 579,238 repositories, of these KrishnanSG/holt-winters is ranked #489,584 (15th percentile) for total stargazers, and #420,216 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #13,098/16,882.

KrishnanSG/holt-winters is also tagged with popular topics, for these it's ranked: python (#19,319/21862),  data-science (#1,870/2095),  data-visualization (#800/897),  time-series (#566/652),  jupyter-notebook (#548/608),  analysis (#366/403),  anomaly-detection (#269/323),  forecasting (#164/188),  time-series-analysis (#121/145)

Other Information

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

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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

0 commits on the default branch (master) since jan '22

Inactive

No recent commits to this repository

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-08-13 @ 09:47pm, id: 250596737 / R_kgDODu_NgQ