Index A | B | C | D | E | F | G | I | K | L | M | N | O | P | R | S | T | U | V | W A abs_eigvals (class in spd_learn.functional) add (spd_learn.modules.BiMapIncreaseDim attribute) airm_distance() (in module spd_learn.functional) airm_geodesic() (in module spd_learn.functional) ajd() (in module spd_learn.functional) ajd_pham() (in module spd_learn.functional) applied_fct() (spd_learn.functional.abs_eigvals static method) (spd_learn.functional.clamp_eigvals static method) (spd_learn.functional.matrix_exp static method) (spd_learn.functional.matrix_inv_softplus static method) (spd_learn.functional.matrix_inv_sqrt static method) (spd_learn.functional.matrix_log static method) (spd_learn.functional.matrix_power static method) (spd_learn.functional.matrix_softplus static method) (spd_learn.functional.matrix_sqrt static method) applied_fct_complex() (spd_learn.functional.clamp_eigvals static method) AttentionManifold (class in spd_learn.models) autograd_ (spd_learn.modules.ExpEig attribute) (spd_learn.modules.LogEig attribute) B backward() (spd_learn.functional.abs_eigvals static method) (spd_learn.functional.cholesky_exp static method) (spd_learn.functional.cholesky_log static method) (spd_learn.functional.clamp_eigvals static method) (spd_learn.functional.matrix_exp static method) (spd_learn.functional.matrix_inv_softplus static method) (spd_learn.functional.matrix_inv_sqrt static method) (spd_learn.functional.matrix_log static method) (spd_learn.functional.matrix_power static method) (spd_learn.functional.matrix_softplus static method) (spd_learn.functional.matrix_sqrt static method) (spd_learn.functional.matrix_sqrt_inv static method) batchnorm_var_eps (spd_learn.functional.NumericalConfig attribute) BatchReNorm (class in spd_learn.modules) BCI bias (spd_learn.modules.SPDBatchNormLie attribute) BiMap (class in spd_learn.modules) bimap_increase_dim() (in module spd_learn.functional) bimap_transform() (in module spd_learn.functional) BiMapIncreaseDim (class in spd_learn.modules) bures_wasserstein_distance() (in module spd_learn.functional) bures_wasserstein_geodesic() (in module spd_learn.functional) bures_wasserstein_mean() (in module spd_learn.functional) bures_wasserstein_transport() (in module spd_learn.functional) C check_spd_eigenvalues() (in module spd_learn.functional) cholesky_exp (class in spd_learn.functional) cholesky_log (class in spd_learn.functional) clamp_eigvals (class in spd_learn.functional) clear_cache() (spd_learn.functional.NumericalConfig method) compute_gabor_wavelet() (in module spd_learn.functional) Covariance Matrix covariance() (in module spd_learn.functional) CovLayer (class in spd_learn.modules) create_spdnet() (spd_learn.models.EEGSPDNet method) cross_covariance() (in module spd_learn.functional) CSP D derivative() (spd_learn.functional.abs_eigvals static method) (spd_learn.functional.clamp_eigvals static method) (spd_learn.functional.matrix_exp static method) (spd_learn.functional.matrix_inv_softplus static method) (spd_learn.functional.matrix_inv_sqrt static method) (spd_learn.functional.matrix_log static method) (spd_learn.functional.matrix_power static method) (spd_learn.functional.matrix_softplus static method) (spd_learn.functional.matrix_sqrt static method) distance() (in module spd_learn.functional) distance_chol() (in module spd_learn.functional) distance_euclid() (in module spd_learn.functional) distance_harmonic() (in module spd_learn.functional) distance_kullback() (in module spd_learn.functional) distance_kullback_right() (in module spd_learn.functional) distance_kullback_sym() (in module spd_learn.functional) distance_logchol() (in module spd_learn.functional) distance_logdet() (in module spd_learn.functional) distance_logeuclid() (in module spd_learn.functional) distance_mahalanobis() (in module spd_learn.functional) distance_poweuclid() (in module spd_learn.functional) distance_riemann() (in module spd_learn.functional) distance_thompson() (in module spd_learn.functional) distance_wasserstein() (in module spd_learn.functional) division_safe_scale (spd_learn.functional.NumericalConfig attribute) Domain Adaptation dropout_eps (spd_learn.functional.NumericalConfig attribute) dropout_spd() (in module spd_learn.functional) E EEGSPDNet (class in spd_learn.models) Eigendecomposition eigval_clamp_scale (spd_learn.functional.NumericalConfig attribute) eigval_inv_sqrt_scale (spd_learn.functional.NumericalConfig attribute) eigval_log_scale (spd_learn.functional.NumericalConfig attribute) eigval_power_scale (spd_learn.functional.NumericalConfig attribute) eigval_sqrt_scale (spd_learn.functional.NumericalConfig attribute) ensure_sym() (in module spd_learn.functional) exp_map() (in module spd_learn.functional) exp_map_airm() (in module spd_learn.functional) exp_map_euclid() (in module spd_learn.functional) exp_map_lem() (in module spd_learn.functional) exp_map_logchol() (in module spd_learn.functional) exp_map_logeuclid() (in module spd_learn.functional) exp_map_riemann() (in module spd_learn.functional) exp_map_wasserstein() (in module spd_learn.functional) ExpEig (class in spd_learn.modules) extra_repr() (spd_learn.modules.SPDBatchNormLie method) F Filter Bank foi_init (spd_learn.models.Green attribute) forward() (spd_learn.functional.abs_eigvals static method) (spd_learn.functional.cholesky_exp static method) (spd_learn.functional.cholesky_log static method) (spd_learn.functional.clamp_eigvals static method) (spd_learn.functional.matrix_exp static method) (spd_learn.functional.matrix_inv_softplus static method) (spd_learn.functional.matrix_inv_sqrt static method) (spd_learn.functional.matrix_log static method) (spd_learn.functional.matrix_power static method) (spd_learn.functional.matrix_softplus static method) (spd_learn.functional.matrix_sqrt static method) (spd_learn.functional.matrix_sqrt_inv static method) (spd_learn.models.AttentionManifold method) (spd_learn.models.EEGSPDNet method) (spd_learn.models.Green method) (spd_learn.models.MAtt method) (spd_learn.models.PhaseDelay method) (spd_learn.models.PhaseSPDNet method) (spd_learn.models.SPDNet method) (spd_learn.models.TensorCSPNet method) (spd_learn.models.TSMNet method) (spd_learn.modules.BatchReNorm method) (spd_learn.modules.BiMap method) (spd_learn.modules.BiMapIncreaseDim method) (spd_learn.modules.CovLayer method) (spd_learn.modules.ExpEig method) (spd_learn.modules.LogEig method) (spd_learn.modules.LogEuclideanResidual method) (spd_learn.modules.PatchEmbeddingLayer method) (spd_learn.modules.PositiveDefiniteScalar method) (spd_learn.modules.ReEig method) (spd_learn.modules.Shrinkage method) (spd_learn.modules.SPDBatchNormLie method) (spd_learn.modules.SPDBatchNormMean method) (spd_learn.modules.SPDBatchNormMeanVar method) (spd_learn.modules.SPDDropout method) (spd_learn.modules.SymmetricPositiveDefinite method) (spd_learn.modules.TraceNorm method) (spd_learn.modules.Vec method) (spd_learn.modules.Vech method) (spd_learn.modules.WaveletConv method) frechet_derivative_exp() (in module spd_learn.functional) frechet_derivative_log() (in module spd_learn.functional) frechet_mean() (in module spd_learn.functional) Fréchet Mean fwhm_init (spd_learn.models.Green attribute) G Geodesic Geodesic Distance geodesic() (in module spd_learn.functional) geodesic_chol() (in module spd_learn.functional) geodesic_euclid() (in module spd_learn.functional) geodesic_logchol() (in module spd_learn.functional) geodesic_logeuclid() (in module spd_learn.functional) geodesic_riemann() (in module spd_learn.functional) geodesic_thompson() (in module spd_learn.functional) geodesic_wasserstein() (in module spd_learn.functional) get_epsilon() (in module spd_learn.functional) get_epsilon_tensor() (in module spd_learn.functional) get_loewner_threshold() (in module spd_learn.functional) get_scale() (spd_learn.functional.NumericalConfig method) gmean() (in module spd_learn.functional) GREEN Green (class in spd_learn.models) I identity_matrix (spd_learn.modules.Shrinkage attribute) innerproduct() (in module spd_learn.functional) innerproduct_euclid() (in module spd_learn.functional) innerproduct_logchol() (in module spd_learn.functional) innerproduct_logeuclid() (in module spd_learn.functional) innerproduct_riemann() (in module spd_learn.functional) inv_softplus() (in module spd_learn.functional) inverse_transform() (spd_learn.modules.Vec method) (spd_learn.modules.Vech method) is_absolute() (spd_learn.functional.NumericalConfig method) is_half_precision() (in module spd_learn.functional) K karcher_mean_iteration() (in module spd_learn.functional) kernel() (in module spd_learn.functional) kernel_euclid() (in module spd_learn.functional) kernel_logeuclid() (in module spd_learn.functional) kernel_riemann() (in module spd_learn.functional) L ledoit_wolf() (in module spd_learn.functional) lie_group_variance() (in module spd_learn.functional) Loewner Matrix loewner_equal_scale (spd_learn.functional.NumericalConfig attribute) Log-Euclidean Distance log_cholesky_distance() (in module spd_learn.functional) log_cholesky_geodesic() (in module spd_learn.functional) log_cholesky_mean() (in module spd_learn.functional) log_euclidean_distance() (in module spd_learn.functional) log_euclidean_geodesic() (in module spd_learn.functional) log_euclidean_mean() (in module spd_learn.functional) log_euclidean_multiply() (in module spd_learn.functional) log_euclidean_scalar_multiply() (in module spd_learn.functional) log_map() (in module spd_learn.functional) log_map_airm() (in module spd_learn.functional) log_map_euclid() (in module spd_learn.functional) log_map_lem() (in module spd_learn.functional) log_map_logchol() (in module spd_learn.functional) log_map_logeuclid() (in module spd_learn.functional) log_map_riemann() (in module spd_learn.functional) log_map_wasserstein() (in module spd_learn.functional) LogEig (class in spd_learn.modules) LogEuclideanResidual (class in spd_learn.modules) M maskedmean_riemann() (in module spd_learn.functional) matrix_exp (class in spd_learn.functional) matrix_inv_softplus (class in spd_learn.functional) matrix_inv_sqrt (class in spd_learn.functional) matrix_log (class in spd_learn.functional) matrix_power (class in spd_learn.functional) matrix_softplus (class in spd_learn.functional) matrix_sqrt (class in spd_learn.functional) matrix_sqrt_inv (class in spd_learn.functional) MAtt (class in spd_learn.models) mean_ale() (in module spd_learn.functional) mean_alm() (in module spd_learn.functional) mean_bmp() (in module spd_learn.functional) mean_cheap() (in module spd_learn.functional) mean_chol() (in module spd_learn.functional) mean_euclid() (in module spd_learn.functional) mean_harmonic() (in module spd_learn.functional) mean_kullback_sym() (in module spd_learn.functional) mean_logchol() (in module spd_learn.functional) mean_logdet() (in module spd_learn.functional) mean_logeuclid() (in module spd_learn.functional) mean_power() (in module spd_learn.functional) mean_poweuclid() (in module spd_learn.functional) mean_riemann() (in module spd_learn.functional) mean_thompson() (in module spd_learn.functional) mean_wasserstein() (in module spd_learn.functional) modeig_backward() (in module spd_learn.functional) modeig_forward() (in module spd_learn.functional) module spd_learn spd_learn.functional spd_learn.init spd_learn.models spd_learn.modules Motor Imagery N nanmean_riemann() (in module spd_learn.functional) nearest_sym_pos_def() (in module spd_learn.functional) norm() (in module spd_learn.functional) numerical_config (in module spd_learn.functional) NumericalConfig (class in spd_learn.functional) NumericalContext (class in spd_learn.functional) O orthogonal_polar_factor() (in module spd_learn.functional) P pairwise_distance() (in module spd_learn.functional) parallel_transport_airm() (in module spd_learn.functional) parallel_transport_lem() (in module spd_learn.functional) parallel_transport_log_cholesky() (in module spd_learn.functional) parametrize() (spd_learn.modules.SPDBatchNormMeanVar method) PatchEmbeddingLayer (class in spd_learn.modules) Phase-Space Embedding PhaseDelay (class in spd_learn.models) PhaseSPDNet (class in spd_learn.models) pole_ladder() (in module spd_learn.functional) PositiveDefiniteScalar (class in spd_learn.modules) projection_matrix (spd_learn.modules.BiMapIncreaseDim attribute) R real_covariance() (in module spd_learn.functional) recommend_dtype_for_spd() (in module spd_learn.functional) ReEig (class in spd_learn.modules) reset_parameters() (spd_learn.modules.BatchReNorm method) (spd_learn.modules.BiMap method) (spd_learn.modules.SPDBatchNormLie method) (spd_learn.modules.SPDBatchNormMean method) (spd_learn.modules.SPDBatchNormMeanVar method) reset_running_stats() (spd_learn.modules.BatchReNorm method) (spd_learn.modules.SPDBatchNormMean method) (spd_learn.modules.SPDBatchNormMeanVar method) Riemannian Manifold right_inverse() (spd_learn.modules.PositiveDefiniteScalar method) (spd_learn.modules.SymmetricPositiveDefinite method) rjd() (in module spd_learn.functional) running_mean (spd_learn.modules.SPDBatchNormLie attribute) running_var (spd_learn.modules.SPDBatchNormLie attribute) S safe_clamp_eigenvalues() (in module spd_learn.functional) Sample Covariance sample_covariance() (in module spd_learn.functional) schild_ladder() (in module spd_learn.functional) SFUDA shift (spd_learn.modules.SPDBatchNormLie attribute) Shrinkage (class in spd_learn.modules) shrinkage_covariance() (in module spd_learn.functional) softplus() (in module spd_learn.functional) SPD Matrix spd_centering() (in module spd_learn.functional) spd_cholesky_congruence() (in module spd_learn.functional) spd_egrad2rgrad() (in module spd_learn.functional) spd_identity_() (in module spd_learn.init) spd_learn module spd_learn.functional module spd_learn.init module spd_learn.models module spd_learn.modules module spd_rebiasing() (in module spd_learn.functional) spd_rpgd_attack() (in module spd_learn.functional) SPDBatchNormLie (class in spd_learn.modules) SPDBatchNormMean (class in spd_learn.modules) SPDBatchNormMeanVar (class in spd_learn.modules) SPDDropout (class in spd_learn.modules) SPDNet (class in spd_learn.models) Stiefel Manifold stiefel_() (in module spd_learn.init) stiefel_init_scale (spd_learn.functional.NumericalConfig attribute) strict_spd_check (spd_learn.functional.NumericalConfig attribute) summary() (spd_learn.functional.NumericalConfig method) sym_to_upper() (in module spd_learn.functional) SymmetricPositiveDefinite (class in spd_learn.modules) T Tangent Space tangent_space() (in module spd_learn.functional) tangent_space_variance() (in module spd_learn.functional) TensorCSPNet (class in spd_learn.models) threshold_ (spd_learn.modules.ReEig attribute) trace_norm_eps (spd_learn.functional.NumericalConfig attribute) trace_normalization() (in module spd_learn.functional) TraceNorm (class in spd_learn.modules) transport() (in module spd_learn.functional) transport_euclid() (in module spd_learn.functional) transport_logchol() (in module spd_learn.functional) transport_logeuclid() (in module spd_learn.functional) transport_riemann() (in module spd_learn.functional) transport_tangent_vector() (in module spd_learn.functional) Trivialization TSMNet (class in spd_learn.models) tt (spd_learn.modules.WaveletConv attribute) U untangent_space() (in module spd_learn.functional) unupper() (in module spd_learn.functional) unvec_batch() (in module spd_learn.functional) upper() (in module spd_learn.functional) uwedge() (in module spd_learn.functional) V Vec (class in spd_learn.modules) vec_batch() (in module spd_learn.functional) vec_to_sym() (in module spd_learn.functional) Vech (class in spd_learn.modules) W warn_on_clamp (spd_learn.functional.NumericalConfig attribute) WaveletConv (class in spd_learn.modules) weight (spd_learn.modules.BiMap attribute)
