bciflow package

Subpackages

• Datasets
  • EEG Dictionary
    • Attention
      • attention()
    • BCICIV2a
      • bciciv2a()
    • BCICIV2b
      • bciciv2b()
    • CBCIC
      • cbcic()
    • Dreams
      • dreams_dataset()
    • MenGu
      • mengu()
• Modules
  • Temporal Filtering
    • Bandpass Filtering
      • Chebyshev Type II Filter
      • Convolution-based Bandpass Filter
    • Empirical Mode Decomposition (EMD)
      • Description
      • Function
      • EMD()
    • Filter Bank
      • Description
      • Function
      • filterbank()
    • Cubic Resampling
      • Description
      • Function
      • cubic_resample()
    • FFT-based Resampling
      • Description
      • Function
      • fft_resample()
    • Wavelet
      • Description
      • Function
      • wavelet()
  • Spatial Filtering
    • Common Spatial Patterns (CSP)
      • csp
    • Euclidean Alignment (EA)
      • Description
      • Class
      • ea
  • Feature Extraction
    • Average Power Spectral Density (APSD)
      • Description
      • Class
      • apsd
    • Curve Length
      • Description
      • Class
      • curvelength
    • Log Power
      • Description
      • Function
      • logpower()
    • Nonlinear Energy
      • Description
      • Class
      • nonlinearenergy
    • Welch Periodogram
      • Description
      • Class
      • welch_period
  • Feature Selection
    • Mutual Information Best Individual Features (MIBIF)
      • Description
      • Class
      • MIBIF
  • Classification
    • Naive Bayes Parzen Window (NBPW)
      • Description
      • Class
      • nbpw
  • Core
    • Kfold
      • kfold()
    • Util
      • Description
      • util
      • Example of usage
  • Analysis
    • Metric Functions
      • Description
      • accuracy()
      • kappa()
      • logloss()
      • rmse()

Module contents