Skip to content

pytimetk 0.1.0

Compare
Choose a tag to compare
@mdancho84 mdancho84 released this 03 Oct 02:51
· 740 commits to master since this release

About the Initial release.

This release includes the following features:

  1. A workhorse plotting function called plot_timeseries() πŸ’ͺ
  2. Three (3) data wrangling functions that will simplify 90% of time series tasks πŸ™
  3. Five (5) "augmentor" functions: These add hundreds of features to time series to help in predictive tasks 🧠
  4. Two (2) time series feature summarizes: identify key aspects of your time series πŸ”
  5. Nine (9) pandas series and DatetimeIndex helpers (work more easily with these timestamp data structures) ⏲
  6. Four (4) date utility functions that fill in missing function gaps in pandas 🐼
  7. Two (2) Visualization utilities to help you customize your visualizations and make them look MORE professional πŸ“ˆ
  8. Two (2) Pandas helpers that help clean up and understand pandas data frames with time series πŸŽ‡
  9. Twelve (12) time series datasets that you can practice PyTimeTK time series analysis on πŸ”’

The PyTimeTK website comes with:

  1. Two (2) Getting started tutorials
  2. Five (5) Guides covering common tasks
  3. Coming Soon: Applied Tutorials in Sales, Finance, Demand Forecasting, Anomaly Detection, and more.