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Roadmap features to integrate and convert from mne_features
Functions
| get_univariate_funcs(sfreq) | Mapping between aliases and univariate feature functions. |
|---|---|
| compute_mean(data) | Mean of the data (per channel). |
| compute_variance(data) | Variance of the data (per channel). |
| compute_std(data) | Standard deviation of the data. |
| compute_ptp_amp(data) | Peak-to-peak (PTP) amplitude of the data (per channel). |
| compute_skewness(data) | Skewness of the data (per channel). |
| compute_kurtosis(data) | Kurtosis of the data (per channel). |
| compute_rms(data) | Root-mean squared value of the data (per channel). |
| compute_quantile(data[, q]) | Quantile of the data (per channel). |
| compute_hurst_exp(data) | Hurst exponent of the data (per channel). |
| compute_app_entropy(data[, emb, metric]) | Approximate Entropy (AppEn, per channel). |
| compute_samp_entropy(data[, emb, metric]) | Sample Entropy (SampEn, per channel). |
| compute_decorr_time(sfreq, data) | Decorrelation time (per channel). |
| compute_pow_freq_bands(sfreq, data[, …]) | Power Spectrum (computed by frequency bands). |
| compute_hjorth_mobility_spect(sfreq, data[, …]) | Hjorth mobility (per channel). |
| compute_hjorth_complexity_spect(sfreq, data) | Hjorth complexity (per channel). |
| compute_hjorth_mobility(data) | Hjorth mobility (per channel). |
| compute_hjorth_complexity(data) | Hjorth complexity (per channel). |
| compute_higuchi_fd(data[, kmax]) | Higuchi Fractal Dimension (per channel). |
| compute_katz_fd(data) | Katz Fractal Dimension (per channel). |
| compute_zero_crossings(data[, threshold]) | Number of zero-crossings (per channel). |
| compute_line_length(data) | Line length (per channel). |
| compute_spect_slope(sfreq, data[, fmin, …]) | Linear regression of the the log-log frequency-curve (per channel). |
| compute_spect_entropy(sfreq, data[, …]) | Spectral Entropy (per channel). |
| compute_svd_entropy(data[, tau, emb]) | SVD entropy (per channel). |
| compute_svd_fisher_info(data[, tau, emb]) | SVD Fisher Information (per channel). |
| compute_energy_freq_bands(sfreq, data[, …]) | Band energy (per channel). |
| compute_spect_edge_freq(sfreq, data[, …]) | Spectal Edge Frequency (per channel). |
| compute_wavelet_coef_energy(data[, wavelet_name]) | Energy of Wavelet decomposition coefficients (per channel). |
| compute_teager_kaiser_energy(data[, …]) | Compute the Teager-Kaiser energy. |
Functions
get_univariate_funcs(sfreq)
Mapping between aliases and univariate feature functions.
compute_mean(data)
Mean of the data (per channel).
compute_variance(data)
Variance of the data (per channel).
compute_std(data)
Standard deviation of the data.
compute_ptp_amp(data)
Peak-to-peak (PTP) amplitude of the data (per channel).
compute_skewness(data)
Skewness of the data (per channel).
compute_kurtosis(data)
Kurtosis of the data (per channel).
compute_rms(data)
Root-mean squared value of the data (per channel).
compute_quantile(data[, q])
Quantile of the data (per channel).
compute_hurst_exp(data)
Hurst exponent of the data (per channel).
compute_app_entropy(data[, emb, metric])
Approximate Entropy (AppEn, per channel).
compute_samp_entropy(data[, emb, metric])
Sample Entropy (SampEn, per channel).
compute_decorr_time(sfreq, data)
Decorrelation time (per channel).
compute_pow_freq_bands(sfreq, data[, …])
Power Spectrum (computed by frequency bands).
compute_hjorth_mobility_spect(sfreq, data[, …])
Hjorth mobility (per channel).
compute_hjorth_complexity_spect(sfreq, data)
Hjorth complexity (per channel).
compute_hjorth_mobility(data)
Hjorth mobility (per channel).
compute_hjorth_complexity(data)
Hjorth complexity (per channel).
compute_higuchi_fd(data[, kmax])
Higuchi Fractal Dimension (per channel).
compute_katz_fd(data)
Katz Fractal Dimension (per channel).
compute_zero_crossings(data[, threshold])
Number of zero-crossings (per channel).
compute_line_length(data)
Line length (per channel).
compute_spect_slope(sfreq, data[, fmin, …])
Linear regression of the the log-log frequency-curve (per channel).
compute_spect_entropy(sfreq, data[, …])
Spectral Entropy (per channel).
compute_svd_entropy(data[, tau, emb])
SVD entropy (per channel).
compute_svd_fisher_info(data[, tau, emb])
SVD Fisher Information (per channel).
compute_energy_freq_bands(sfreq, data[, …])
Band energy (per channel).
compute_spect_edge_freq(sfreq, data[, …])
Spectal Edge Frequency (per channel).
compute_wavelet_coef_energy(data[, wavelet_name])
Energy of Wavelet decomposition coefficients (per channel).
compute_teager_kaiser_energy(data[, …])
Compute the Teager-Kaiser energy. Bivariate features
Functions
get_bivariate_funcs(sfreq)
Mapping between aliases and bivariate feature functions.
compute_max_cross_corr(sfreq, data[, …])
Maximum linear cross-correlation.
compute_phase_lock_val(data[, include_diag])
Phase Locking Value (PLV).
compute_nonlin_interdep(data[, tau, emb, …])
Measure of nonlinear interdependence.
compute_time_corr(data[, with_eigenvalues, …])
Correlation Coefficients (computed in the time domain).
compute_spect_corr(sfreq, data[, …])
Correlation Coefficients (computed from the power spectrum).