2.2: minor version release

Minor release version: 2.2.0

This is a minor, non-breaking, release version of NeuroDSP, as part of the 2.X.X series.

Changelog:

Aperiodic

• Detrended Fluctuation Analysis (#167)
• IRASA (#212)
• Autocorrelation (#217)

Simulation

• Fractional Gaussian noise and fractional Brownian motion (#216)
• Burst detection bug fix (#220)
• Time series with defined spectral parameters (i.e. height, width, center) (#221)
• Time series with defined Lorentzian parameters (i.e. chi1, chi2, knee) (#222)
• Asymmetrical gaussian cycles (#228)
• Define bursts based on set durations (#239)
• Extrema phase shifting (i.e. trough-to-trough or peak-to-peak) (#247)
• Custom cycle support (#248)
• Cycle length fix (#250)
• Variable oscillations parameters (i.e. vary cycle simulation parameters on a cycle-by-cycle basis) (#252)
• One-sided asymmetry (#254)
• Simulate spikes of action potentials (#259)

Plotting

• 2d array plotting (time series: #246, spectra: #269)
• Labeling bug fix and improved tests (#255)
• Plotting saving updates (#258, #260)

Maintenance

• Deprecate increase_n argument of robust_hilbert (#215)
• Improved speed of multidim decorator (#264)
• Error for invalid transition bands (#267)

Documentation

• Tutorial for Morlet wavelets (#226)
• Tutorials and updates for lagged coherence and sliding window matching (#230)
• Tutorials for DFA, IRASA, and Autocorrelation (#231)