API Reference#

IRASA#

Functions to compute IRASA.

`irasa`(data, fs, band, psd_kwargs[, ...])	Computes the aperiodic and periodic components of the power spectrum from a time series using the Irregular Resampling Autocorrelation (IRASA) algorithm.
`irasa_sprint`(data, fs[, ch_names, band, ...])	Computes time-resolved aperiodic and periodic components of the power spectrum from a time series using the Irregular Resampling Autocorrelation (IRASA) algorithm.

IRASA MNE#

pyrasa.irasa_mne

Interface to use the IRASA algorithm with MNE objects.

`irasa_raw`(data[, band, duration, overlap, ...])	Separate aperiodic from periodic power spectra using the IRASA algorithm.
`irasa_epochs`(data[, band, hset_info])	Separate aperiodic from periodic power spectra using the IRASA algorithm for Epochs data.

Aperiodic Utilities#

pyrasa.utils.aperiodic_utils

Utilities for slope fitting.

`compute_aperiodic_model`(aperiodic_spectrum, ...)	Computes aperiodic parameters from the aperiodic spectrum using scipy's curve fitting function.
`compute_aperiodic_model_sprint`(...[, ...])	Extracts aperiodic parameters from the aperiodic spectrogram using scipy's curve fitting function.

Aperiodic Model Fitting#

pyrasa.utils.fit_funcs

Classes used to model aperiodic spectra

`AbstractFitFun`(freq, aperiodic_spectrum, ...)	Abstract base class for fitting functions used to model aperiodic spectra.
`FixedFitFun`(freq, aperiodic_spectrum, ...)	A model for fitting aperiodic activity in power spectra.
`KneeFitFun`(freq, aperiodic_spectrum, ...)	A model for fitting aperiodic activity in power spectra with a spectral knee.

Periodic Feature Extraction#

pyrasa.utils.peak_utils

Utilities for extracting peak parameters.

`get_peak_params`(periodic_spectrum, freqs[, ...])	Extracts peak parameters from the periodic spectrum obtained via IRASA.
`get_peak_params_sprint`(periodic_spectrum, ...)	Extracts peak parameters from a periodic spectrogram obtained via IRASA.
`get_band_info`(df_peaks, freq_range, ch_names)	Extract peak information within a specified frequency range from a DataFrame of peak parameters.