Module Import alias identifier Import alias identifier ImportFrom alias alias ImportFrom alias alias ImportFrom alias ImportFrom alias ImportFrom alias alias alias ImportFrom alias alias ImportFrom alias alias ImportFrom alias alias Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str Str Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str Str Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str Str Str Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str Str Str BinOpMod Str NameLoad FunctionDef arguments args defaults body Expr Str Assign NameStore Call NameLoad NameLoad Assign NameStore NameLoad Assign NameStore Num Assign NameStore Call NameLoad NameLoad keyword Num keyword TupleLoad NameLoad Num Expr Call AttributeLoad NameLoad attr keyword Num keyword Num Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr keyword Num keyword Num Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad keyword NameLoad keyword NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Assign NameStore Call NameLoad NameLoad NameLoad keyword BinOpDiv Num Num keyword Str Assign SubscriptStore AttributeLoad NameLoad attr Index CompareLt Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Num Assign SubscriptStore AttributeLoad NameLoad attr Index CompareGtE Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Num Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Num keyword NameLoad keyword NameLoad keyword Str Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Num keyword NameLoad keyword NameLoad keyword Str Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Num keyword NameLoad keyword NameLoad keyword Str Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword Num keyword Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword Num keyword Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword Num keyword Num Expr Call NameLoad CompareIn SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num AttributeLoad NameLoad attr Expr Call NameLoad CompareIn SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num AttributeLoad NameLoad attr Expr Call NameLoad CompareIn SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Num keyword NameLoad keyword Str Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Expr Call NameLoad CompareIn SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad keyword Num keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Num keyword Str Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Expr Call NameLoad CompareIn SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr ListLoad ListLoad Num ListLoad Num Assign NameStore Num Assign NameStore Num Assign TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Num keyword Num keyword Num keyword NameLoad keyword NameLoad keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Num Expr Call NameLoad CompareIn SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num AttributeLoad NameLoad attr decorator_list NameLoad AttributeLoad NameLoad attr Expr Call NameLoad
N/A N/A os.path op N/A numpy np numpy.testing assert_array_almost_equal assert_allclose nose.tools assert_true assert_equal mne.datasets testing mne.label read_label mne read_cov read_forward_solution read_evokeds mne.inverse_sparse mixed_norm tf_mixed_norm mne.minimum_norm apply_inverse make_inverse_operator mne.utils run_tests_if_main slow_test N/A data_path N/A N/A testing data_path download False N/A fname_data N/A N/A op join data_path MEG sample sample_audvis-ave.fif N/A fname_cov N/A N/A op join data_path MEG sample sample_audvis-cov.fif N/A fname_fwd N/A N/A op join data_path MEG sample sample_audvis_trunc-meg-eeg-oct-6-fwd.fif N/A label Aud-rh N/A fname_label N/A N/A op join data_path MEG sample labels N/A %s.label label test_mxne_inverse N/A N/A N/A N/A N/A Test (TF-)MxNE inverse computation N/A cov N/A read_cov fname_cov N/A loose None N/A depth 0.9 N/A evoked N/A read_evokeds fname_data condition 0 baseline N/A None 0 N/A N/A N/A evoked crop tmin -0.05 tmax 0.2 N/A evoked_l21 N/A N/A evoked copy N/A N/A N/A evoked_l21 crop tmin 0.081 tmax 0.1 N/A label N/A read_label fname_label N/A forward N/A read_forward_solution fname_fwd force_fixed False surf_ori True N/A inverse_operator N/A make_inverse_operator N/A evoked_l21 info forward cov loose loose depth depth fixed True N/A stc_dspm N/A apply_inverse evoked_l21 inverse_operator lambda2 N/A 1.0 9.0 method dSPM N/A N/A N/A stc_dspm data N/A N/A N/A N/A np abs N/A stc_dspm data 12 0.0 N/A N/A N/A stc_dspm data N/A N/A N/A N/A np abs N/A stc_dspm data 12 1.0 N/A weights_min 0.5 N/A alpha 70 N/A stc_prox N/A mixed_norm evoked_l21 forward cov alpha loose loose depth depth maxit 500 tol 1e-08 active_set_size 10 weights stc_dspm weights_min weights_min solver prox N/A stc_cd N/A mixed_norm evoked_l21 forward cov alpha loose loose depth depth maxit 500 tol 1e-08 active_set_size 10 weights stc_dspm weights_min weights_min solver cd N/A stc_bcd N/A mixed_norm evoked_l21 forward cov alpha loose loose depth depth maxit 500 tol 1e-08 active_set_size 10 weights stc_dspm weights_min weights_min solver bcd N/A N/A assert_array_almost_equal N/A stc_prox times N/A evoked_l21 times 5 N/A N/A assert_array_almost_equal N/A stc_cd times N/A evoked_l21 times 5 N/A N/A assert_array_almost_equal N/A stc_bcd times N/A evoked_l21 times 5 N/A N/A assert_allclose N/A stc_prox data N/A stc_cd data rtol 0.001 atol 0.0 N/A N/A assert_allclose N/A stc_prox data N/A stc_bcd data rtol 0.001 atol 0.0 N/A N/A assert_allclose N/A stc_cd data N/A stc_bcd data rtol 0.001 atol 0.0 N/A N/A assert_true N/A N/A N/A N/A stc_prox vertices N/A 1 N/A 0 N/A label vertices N/A N/A assert_true N/A N/A N/A N/A stc_cd vertices N/A 1 N/A 0 N/A label vertices N/A N/A assert_true N/A N/A N/A N/A stc_bcd vertices N/A 1 N/A 0 N/A label vertices N/A N/A stc _ N/A mixed_norm evoked_l21 forward cov alpha loose loose depth depth maxit 500 tol 1e-08 active_set_size 10 return_residual True solver cd N/A N/A assert_array_almost_equal N/A stc times N/A evoked_l21 times 5 N/A N/A assert_true N/A N/A N/A N/A stc vertices N/A 1 N/A 0 N/A label vertices N/A stc N/A mixed_norm evoked_l21 forward cov alpha n_mxne_iter 5 loose loose depth depth maxit 500 tol 1e-08 active_set_size 10 solver cd N/A N/A assert_array_almost_equal N/A stc times N/A evoked_l21 times 5 N/A N/A assert_true N/A N/A N/A N/A stc vertices N/A 1 N/A 0 N/A label vertices N/A N/A assert_equal N/A stc vertices N/A N/A 63152 N/A 79017 N/A alpha_space 60.0 N/A alpha_time 1.0 N/A N/A stc _ N/A tf_mixed_norm evoked forward cov alpha_space alpha_time loose loose depth depth maxit 100 tol 0.0001 tstep 4 wsize 16 window 0.1 weights stc_dspm weights_min weights_min return_residual True N/A N/A assert_array_almost_equal N/A stc times N/A evoked times 5 N/A N/A assert_true N/A N/A N/A N/A stc vertices N/A 1 N/A 0 N/A label vertices N/A slow_test N/A testing requires_testing_data N/A N/A run_tests_if_main