TimeseriesTools.jl

TimeseriesTools.jl is the top-level package of the Timeseries* family. It bundles a core data model with a collection of analysis routines, and re-exports both TimeseriesBase.jl (the type hierarchy, IO, and basic utilities) and Normalization.jl. Heavier analysis lives behind package extensions, so the core load stays light.

Installation

using Pkg
Pkg.add("TimeseriesTools")

Package map

Layer	Source	What it provides
Core types and utilities	TimeseriesBase (re-exported)	Timeseries, Spectrum, custom dimensions, times/samplingrate, coarsegrain/buffer/window, derivatives, IO
Tools (this package)	TimeseriesTools	Spectra, spike trains, MAPPLE spectral fitting, and a thin dispatch layer for the extensions below
Optional extensions	Loaded by using X	DSP filtering, wavelets, interpolation/resampling, complexity, … see Extensions
Plotting	TimeseriesMakie	Makie recipes for series, spectra, spike rasters, trajectories

Sections

• Tutorial: build a time series, take a spectrum, resample, plot.

• Core types and utilities (re-exported from TimeseriesBase):

  • Arrays and dimensions, Time series, Spectra

  • Unitful integration, Dates

  • Utilities, Operators, IO

• Analysis (provided by TimeseriesTools and its extensions):

  • Spectra and spectrograms, Filtering and analytic signals

  • Data wrangling: imputation, interpolation, and resampling

  • Spike trains, Surrogates (separate package)

  • Peaks and spectral fitting, Statistics

• Extensions reference: which using enables which capability.

Where to next?

TimeseriesMakie provides Makie recipes for time series, spectra, spike rasters, and trajectories. See the Tutorial for an end-to-end walkthrough.