metabci.brainda.algorithms package

Subpackages

• metabci.brainda.algorithms.decomposition package
  • Submodules
    • metabci.brainda.algorithms.decomposition.SKLDA module
      • SKLDA
    • metabci.brainda.algorithms.decomposition.STDA module
      • STDA
      • lda_kernel()
      • lda_proba()
    • metabci.brainda.algorithms.decomposition.base module
      • FilterBank
      • FilterBankSSVEP
      • TimeDecodeTool
      • generate_cca_references()
      • generate_filterbank()
      • robust_pattern()
      • sign_flip()
    • metabci.brainda.algorithms.decomposition.cca module
      • ECCA
      • FBECCA
      • FBItCCA
      • FBMsCCA
      • FBMsetCCA
      • FBMsetCCAR
      • FBSCCA
      • FBTRCA
      • FBTRCAR
      • FBTtCCA
      • ItCCA
      • MsCCA
      • MsetCCA
      • MsetCCAR
      • SCCA
      • TRCA
      • TRCAR
      • TtCCA
    • metabci.brainda.algorithms.decomposition.csp module
      • CSP
      • FBCSP
      • FBMultiCSP
      • MultiCSP
      • SPoC
      • ajd()
      • csp_feature()
      • csp_kernel()
      • gw_csp_kernel()
      • spoc_kernel()
    • metabci.brainda.algorithms.decomposition.dsp module
      • DCPM
      • DSP
      • FBDSP
      • pearson_features()
      • xiang_dsp_feature()
      • xiang_dsp_kernel()
    • metabci.brainda.algorithms.decomposition.sceTRCA module
      • BasicFBTRCA
      • BasicTRCA
      • FB_SC_TRCA
      • SC_TRCA
      • combine_fb_feature()
      • combine_feature()
      • pearson_corr()
      • pick_subspace()
      • sctrca_compute()
      • sign_sta()
      • solve_gep()
    • metabci.brainda.algorithms.decomposition.sscor module
      • FBSSCOR
      • SSCOR
      • sscor_feature()
      • sscor_kernel()
    • metabci.brainda.algorithms.decomposition.tdca module
      • FBTDCA
      • TDCA
      • aug_2()
      • proj_ref()
      • tdca_feature()
  • Module contents
• metabci.brainda.algorithms.deep_learning package
  • Submodules
    • metabci.brainda.algorithms.deep_learning.base module
      • AvgPool2dWithConv
      • Ensure4d
      • Expression
      • MaxNormConstraintConv2d
      • MaxNormConstraintLinear
      • NeuralNetClassifierNoLog
      • SkorchNet
      • adaptive_batch_norm()
      • compute_out_size()
      • compute_same_pad1d()
      • compute_same_pad2d()
      • identity()
      • np_to_th()
      • squeeze_final_output()
      • transpose_time_to_spat()
    • metabci.brainda.algorithms.deep_learning.convca module
    • metabci.brainda.algorithms.deep_learning.deepnet module
    • metabci.brainda.algorithms.deep_learning.eegnet module
      • SeparableConv2d
    • metabci.brainda.algorithms.deep_learning.guney_net module
    • metabci.brainda.algorithms.deep_learning.shallownet module
      • SafeLog
      • Square
  • Module contents
• metabci.brainda.algorithms.feature_analysis package
  • Submodules
    • metabci.brainda.algorithms.feature_analysis.freq_analysis module
      • FrequencyAnalysis
    • metabci.brainda.algorithms.feature_analysis.time_analysis module
      • TimeAnalysis
    • metabci.brainda.algorithms.feature_analysis.time_freq_analysis module
      • TimeFrequencyAnalysis
  • Module contents
• metabci.brainda.algorithms.manifold package
  • Submodules
    • metabci.brainda.algorithms.manifold.riemann module
      • Alignment
      • FGDA
      • FgMDRM
      • MDRM
      • RecursiveAlignment
      • TSClassifier
      • distance_riemann()
      • expmap()
      • geodesic()
      • logmap()
      • mdrm_kernel()
      • mean_riemann()
      • tangent_space()
      • untangent_space()
      • unvectorize()
      • vectorize()
    • metabci.brainda.algorithms.manifold.rpa module
      • get_recenter()
      • get_rescale()
      • get_rotate()
      • recenter()
      • rescale()
      • rotate()
  • Module contents
• metabci.brainda.algorithms.transfer_learning package
  • Submodules
    • metabci.brainda.algorithms.transfer_learning.base module
    • metabci.brainda.algorithms.transfer_learning.lst module
      • LST
      • lst_kernel()
    • metabci.brainda.algorithms.transfer_learning.mekt module
      • MEKT
      • anova_dimension_reduction()
      • choose_multiple_subjects()
      • dte()
      • graph_laplacian()
      • mekt_feature()
      • mekt_kernel()
      • scatter_matrix()
      • source_discriminability()
    • metabci.brainda.algorithms.transfer_learning.same module
      • MSSAME
      • SAME
      • TRCs_estimation()
      • get_augment_noiseAfter()
      • get_augment_noiseAfter_ms()
  • Module contents
• metabci.brainda.algorithms.utils package
  • Submodules
    • metabci.brainda.algorithms.utils.covariance module
      • Covariance
      • covariances()
      • expm()
      • invsqrtm()
      • isPD()
      • logm()
      • matrix_operator()
      • nearestPD()
      • powm()
      • sqrtm()
    • metabci.brainda.algorithms.utils.model_selection module
      • EnhancedLeaveOneGroupOut
      • EnhancedStratifiedKFold
      • EnhancedStratifiedShuffleSplit
      • generate_char_indices()
      • generate_kfold_indices()
      • generate_loo_indices()
      • generate_shuffle_indices()
      • match_char_kfold_indices()
      • match_kfold_indices()
      • match_loo_indices()
      • match_loo_indices_dict()
      • match_shuffle_indices()
      • set_random_seeds()
  • Module contents

Module contents