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Contents:

  • Installation
  • Introduction and concepts
  • Daylight Savings conversion
  • Interpolation
  • Averging, Filtering and Low Passing Data
  • Filters
  • Tidal Envelope Extraction
  • Fitting and using a climatology
  • Merging and Splicing Time Series
  • ts_merge: strict priority option
  • Extrapolation
  • Transitioning
  • Contributing
  • Authors
  • API Reference

Related Topics

  • Documentation overview
    • Next: Installation

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VTools Documentation¶

VTools represents a toolset for time series processing that the Delta Modeling Section uses frequently as base functionality for other tools or for analysis. The package contents includes standalone scripts and pandas/numpy-based utilities. The functional part includes interpolation, filtering, merging etc that augment Pandas or make its functionality accessible with less work.

Contents:

  • Installation
    • Stable release
    • From sources
  • Introduction and concepts
    • time-series
    • Intervals
  • Daylight Savings conversion
    • dst_st()
  • Interpolation
  • Averging, Filtering and Low Passing Data
  • Filters
  • Tidal Envelope Extraction
    • What is a tidal envelope?
    • Outer vs Inner Envelope Example (40-day signal with gaps)
  • Fitting and using a climatology
    • Estimating quantiles
  • Merging and Splicing Time Series
    • Prioritized filling on regular series
    • Splicing
    • Irregular series
    • Names argument
    • Summary
  • ts_merge: strict priority option
  • Extrapolation
    • Ffill
    • Bfill
    • Linear Slope
    • Taper Forward
    • Taper Backward
    • Constant Forward
    • Constant Backward
  • Transitioning
  • Contributing
    • Types of Contributions
    • Get Started!
    • Pull Request Guidelines
    • Tips
    • Deploying
  • Authors
    • Development Lead
    • Contributors
  • API Reference
    • vtools package

Indices and tables¶

  • Index

  • Module Index

  • Search Page

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