.. AUTO-GENERATED FILE -- DO NOT EDIT! :mod:`utils` ============ .. automodule:: tikreg.utils .. currentmodule:: tikreg.utils .. autosummary:: SVD absmax analytic_expected_correlation columnwise_correlation columnwise_rsquared delay2slice delay_signal determinant_normalizer difference_operator explainable_variance fast_indexing generate_data generate_trnval_folds hrf_convolution hrf_default_basis hyperopt_make_trial_data hyperopt_make_trials isdiag mult_diag noise_ceiling_correction .. currentmodule:: tikreg.utils SVD ~~~ .. autofunction:: SVD absmax ~~~~~~ .. autofunction:: absmax analytic_expected_correlation ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: analytic_expected_correlation columnwise_correlation ~~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: columnwise_correlation columnwise_rsquared ~~~~~~~~~~~~~~~~~~~ .. autofunction:: columnwise_rsquared delay2slice ~~~~~~~~~~~ .. autofunction:: delay2slice delay_signal ~~~~~~~~~~~~ .. autofunction:: delay_signal determinant_normalizer ~~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: determinant_normalizer difference_operator ~~~~~~~~~~~~~~~~~~~ .. autofunction:: difference_operator explainable_variance ~~~~~~~~~~~~~~~~~~~~ .. autofunction:: explainable_variance fast_indexing ~~~~~~~~~~~~~ .. autofunction:: fast_indexing generate_data ~~~~~~~~~~~~~ .. autofunction:: generate_data generate_trnval_folds ~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: generate_trnval_folds hrf_convolution ~~~~~~~~~~~~~~~ .. autofunction:: hrf_convolution hrf_default_basis ~~~~~~~~~~~~~~~~~ .. autofunction:: hrf_default_basis hyperopt_make_trial_data ~~~~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: hyperopt_make_trial_data hyperopt_make_trials ~~~~~~~~~~~~~~~~~~~~ .. autofunction:: hyperopt_make_trials isdiag ~~~~~~ .. autofunction:: isdiag mult_diag ~~~~~~~~~ .. autofunction:: mult_diag noise_ceiling_correction ~~~~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: noise_ceiling_correction