Index _ | B | C | D | F | H | I | M | N | O | P | S | T _ __call__() (prfmodel.impulse.base.BaseImpulse method) (prfmodel.impulse.DerivativeTwoGammaImpulse method) (prfmodel.impulse.ShiftedGammaImpulse method) (prfmodel.impulse.TwoGammaImpulse method) (prfmodel.models.base.BaseCanonical method) (prfmodel.models.base.BasePopulationResponse method) (prfmodel.models.base.BaseStimulusEncoder method) (prfmodel.models.cf.canonical.CanonicalCFModel method) (prfmodel.models.cf.CFStimulusEncoder method) (prfmodel.models.cf.GaussianCFModel method) (prfmodel.models.cf.GaussianCFResponse method) (prfmodel.models.compression.CompressiveEncoder method) (prfmodel.models.prf.canonical.CanonicalPRFModel method) (prfmodel.models.prf.canonical.CenterSurroundPRFModel method) (prfmodel.models.prf.canonical.DelayedNormPRFModel method) (prfmodel.models.prf.canonical.DivNormPRFModel method) (prfmodel.models.prf.DelayedNormGaussian2DPRFModel method) (prfmodel.models.prf.DelayedNormPRFModel method) (prfmodel.models.prf.DivNormGaussian2DPRFModel method) (prfmodel.models.prf.DivNormPRFModel method) (prfmodel.models.prf.DoG2DPRFModel method) (prfmodel.models.prf.Gaussian2DCSSPRFModel method) (prfmodel.models.prf.Gaussian2DPRFModel method) (prfmodel.models.prf.Gaussian2DPRFResponse method) (prfmodel.models.prf.PRFStimulusEncoder method) (prfmodel.regressors.AdditiveRegressors method) (prfmodel.regressors.base.BaseRegressors method) (prfmodel.regressors.ConvolvedRegressors method) (prfmodel.regressors.RegressorsList method) (prfmodel.scaling.base.BaseScaling method) (prfmodel.scaling.Baseline method) (prfmodel.scaling.BaselineAmplitude method) __repr__() (prfmodel.PRFStimulus method) (prfmodel.stimuli.base.Stimulus method) (prfmodel.stimuli.CFStimulus method) (prfmodel.stimuli.PRFStimulus method) (prfmodel.stimuli.Stimulus method) __str__() (prfmodel.PRFStimulus method) (prfmodel.stimuli.base.Stimulus method) (prfmodel.stimuli.CFStimulus method) (prfmodel.stimuli.PRFStimulus method) (prfmodel.stimuli.Stimulus method) B built-in function prfmodel.convert_parameters_to_tensor() prfmodel.density.derivative_gamma_density() prfmodel.density.gamma_density() prfmodel.density.shifted_gamma_density() prfmodel.examples.load_2d_prf_bar_stimulus() prfmodel.examples.load_single_subject_fmri_data() prfmodel.examples.load_surface_mesh() prfmodel.impulse.convolve_prf_impulse_response() prfmodel.impulse.defaults.default_two_gamma_impulse_glover_hrf() prfmodel.impulse.defaults.default_two_gamma_impulse_spm_hrf() prfmodel.models.prf.encode_prf_response() prfmodel.models.prf.init_css_from_gaussian() prfmodel.models.prf.init_delayed_norm_from_gaussian() prfmodel.models.prf.init_div_norm_from_dog_css() prfmodel.models.prf.init_dog_from_gaussian() prfmodel.models.prf.predict_gaussian_response() prfmodel.plotting.animate_2d_prf_stimulus() prfmodel.plotting.plot_2d_prf_stimulus() prfmodel.utils.batched() prfmodel.utils.convert_parameters_to_tensor() prfmodel.utils.get_dtype() prfmodel.utils.normalize_response() C columns (prfmodel.utils.ParamsDict property) copy() (prfmodel.utils.ParamsDict method) create_2d_bar_stimulus() (prfmodel.PRFStimulus class method) (prfmodel.stimuli.PRFStimulus class method) D dtype (prfmodel.fitters.GridFitter property) (prfmodel.fitters.LeastSquaresFitter property) (prfmodel.fitters.SGDFitter attribute) (prfmodel.utils.ParamsDict property) DTYPES (in module prfmodel.utils) F fit() (prfmodel.fitters.GridFitter method) (prfmodel.fitters.LeastSquaresFitter method) (prfmodel.fitters.SGDFitter method) frames (prfmodel.impulse.base.BaseImpulse property) (prfmodel.impulse.DerivativeTwoGammaImpulse property) (prfmodel.impulse.ShiftedGammaImpulse property) (prfmodel.impulse.TwoGammaImpulse property) H history (prfmodel.fitters.GridHistory attribute) (prfmodel.fitters.LeastSquaresHistory attribute) (prfmodel.fitters.SGDHistory attribute) I inverse() (prfmodel.fitters.adapter.Adapter method) (prfmodel.fitters.adapter.ParameterConstraint method) (prfmodel.fitters.adapter.ParameterTransform method) M module prfmodel prfmodel.density prfmodel.examples prfmodel.exceptions prfmodel.fitters prfmodel.fitters.adapter prfmodel.impulse prfmodel.impulse.base prfmodel.impulse.defaults prfmodel.models prfmodel.models.base prfmodel.models.cf prfmodel.models.cf.canonical prfmodel.models.compression prfmodel.models.prf prfmodel.models.prf.canonical prfmodel.plotting prfmodel.regressors prfmodel.regressors.base prfmodel.scaling prfmodel.scaling.base prfmodel.stimuli prfmodel.stimuli.base prfmodel.typing prfmodel.utils N num_frames (prfmodel.impulse.base.BaseImpulse property) (prfmodel.impulse.DerivativeTwoGammaImpulse property) (prfmodel.impulse.ShiftedGammaImpulse property) (prfmodel.impulse.TwoGammaImpulse property) O on_step_end() (prfmodel.fitters.SGDHistory method) P parameter_names (prfmodel.impulse.base.BaseImpulse property) (prfmodel.impulse.DerivativeTwoGammaImpulse property) (prfmodel.impulse.ShiftedGammaImpulse property) (prfmodel.impulse.TwoGammaImpulse property) (prfmodel.models.base.BaseCanonical property) (prfmodel.models.base.BasePopulationResponse property) (prfmodel.models.base.BaseStimulusEncoder property) (prfmodel.models.cf.canonical.CanonicalCFModel property) (prfmodel.models.cf.CFStimulusEncoder property) (prfmodel.models.cf.GaussianCFModel property) (prfmodel.models.cf.GaussianCFResponse property) (prfmodel.models.compression.CompressiveEncoder property) (prfmodel.models.prf.canonical.CanonicalPRFModel property) (prfmodel.models.prf.canonical.CenterSurroundPRFModel property) (prfmodel.models.prf.canonical.DelayedNormPRFModel property) (prfmodel.models.prf.canonical.DivNormPRFModel property) (prfmodel.models.prf.DelayedNormGaussian2DPRFModel property) (prfmodel.models.prf.DelayedNormPRFModel property) (prfmodel.models.prf.DivNormGaussian2DPRFModel property) (prfmodel.models.prf.DivNormPRFModel property) (prfmodel.models.prf.DoG2DPRFModel property) (prfmodel.models.prf.Gaussian2DCSSPRFModel property) (prfmodel.models.prf.Gaussian2DPRFModel property) (prfmodel.models.prf.Gaussian2DPRFResponse property) (prfmodel.models.prf.PRFStimulusEncoder property) (prfmodel.regressors.AdditiveRegressors property) (prfmodel.regressors.base.BaseRegressors property) (prfmodel.regressors.ConvolvedRegressors property) (prfmodel.regressors.RegressorsList property) (prfmodel.scaling.base.BaseScaling property) (prfmodel.scaling.Baseline property) (prfmodel.scaling.BaselineAmplitude property) (prfmodel.utils.ModelProtocol attribute) (prfmodel.utils.ModelProtocol property) prfmodel module prfmodel.convert_parameters_to_tensor() built-in function prfmodel.density module prfmodel.density.derivative_gamma_density() built-in function prfmodel.density.gamma_density() built-in function prfmodel.density.shifted_gamma_density() built-in function prfmodel.examples module prfmodel.examples.load_2d_prf_bar_stimulus() built-in function prfmodel.examples.load_single_subject_fmri_data() built-in function prfmodel.examples.load_surface_mesh() built-in function prfmodel.exceptions module prfmodel.exceptions.ShapeError prfmodel.exceptions.ShapeMismatchError prfmodel.fitters module prfmodel.fitters.adapter module prfmodel.fitters.adapter.Adapter (built-in class) prfmodel.fitters.adapter.ParameterConstraint (built-in class) prfmodel.fitters.adapter.ParameterTransform (built-in class) prfmodel.fitters.GridFitter (built-in class) prfmodel.fitters.GridHistory (built-in class) prfmodel.fitters.LeastSquaresFitter (built-in class) prfmodel.fitters.LeastSquaresHistory (built-in class) prfmodel.fitters.SGDFitter (built-in class) prfmodel.fitters.SGDHistory (built-in class) prfmodel.impulse module prfmodel.impulse.base module prfmodel.impulse.base.BaseImpulse (built-in class) prfmodel.impulse.convolve_prf_impulse_response() built-in function prfmodel.impulse.defaults module prfmodel.impulse.defaults.default_two_gamma_impulse_glover_hrf() built-in function prfmodel.impulse.defaults.default_two_gamma_impulse_spm_hrf() built-in function prfmodel.impulse.DerivativeTwoGammaImpulse (built-in class) prfmodel.impulse.ShiftedGammaImpulse (built-in class) prfmodel.impulse.TwoGammaImpulse (built-in class) prfmodel.models module prfmodel.models.base module prfmodel.models.base.BaseCanonical (built-in class) prfmodel.models.base.BasePopulationResponse (built-in class) prfmodel.models.base.BaseStimulusEncoder (built-in class) prfmodel.models.cf module prfmodel.models.cf.canonical module prfmodel.models.cf.canonical.CanonicalCFModel (built-in class) prfmodel.models.cf.CFStimulusEncoder (built-in class) prfmodel.models.cf.GaussianCFModel (built-in class) prfmodel.models.cf.GaussianCFResponse (built-in class) prfmodel.models.compression module prfmodel.models.compression.CompressiveEncoder (built-in class) prfmodel.models.prf module prfmodel.models.prf.canonical module prfmodel.models.prf.canonical.CanonicalPRFModel (built-in class) prfmodel.models.prf.canonical.CenterSurroundPRFModel (built-in class) prfmodel.models.prf.canonical.DelayedNormPRFModel (built-in class) prfmodel.models.prf.canonical.DivNormPRFModel (built-in class) prfmodel.models.prf.DelayedNormGaussian2DPRFModel (built-in class) prfmodel.models.prf.DelayedNormPRFModel (built-in class) prfmodel.models.prf.DivNormGaussian2DPRFModel (built-in class) prfmodel.models.prf.DivNormPRFModel (built-in class) prfmodel.models.prf.DoG2DPRFModel (built-in class) prfmodel.models.prf.encode_prf_response() built-in function prfmodel.models.prf.Gaussian2DCSSPRFModel (built-in class) prfmodel.models.prf.Gaussian2DPRFModel (built-in class) prfmodel.models.prf.Gaussian2DPRFResponse (built-in class) prfmodel.models.prf.init_css_from_gaussian() built-in function prfmodel.models.prf.init_delayed_norm_from_gaussian() built-in function prfmodel.models.prf.init_div_norm_from_dog_css() built-in function prfmodel.models.prf.init_dog_from_gaussian() built-in function prfmodel.models.prf.predict_gaussian_response() built-in function prfmodel.models.prf.PRFStimulusEncoder (built-in class) prfmodel.plotting module prfmodel.plotting.animate_2d_prf_stimulus() built-in function prfmodel.plotting.plot_2d_prf_stimulus() built-in function prfmodel.PRFStimulus (built-in class) prfmodel.regressors module prfmodel.regressors.AdditiveRegressors (built-in class) prfmodel.regressors.base module prfmodel.regressors.base.BaseRegressors (built-in class) prfmodel.regressors.ConvolvedRegressors (built-in class) prfmodel.regressors.RegressorsList (built-in class) prfmodel.scaling module prfmodel.scaling.base module prfmodel.scaling.base.BaseScaling (built-in class) prfmodel.scaling.Baseline (built-in class) prfmodel.scaling.BaselineAmplitude (built-in class) prfmodel.stimuli module prfmodel.stimuli.base module prfmodel.stimuli.base.Stimulus (built-in class) prfmodel.stimuli.CFStimulus (built-in class) prfmodel.stimuli.PRFStimulus (built-in class) prfmodel.stimuli.Stimulus (built-in class) prfmodel.typing module prfmodel.utils module prfmodel.utils.batched() built-in function prfmodel.utils.convert_parameters_to_tensor() built-in function prfmodel.utils.get_dtype() built-in function prfmodel.utils.ModelProtocol (built-in class) prfmodel.utils.normalize_response() built-in function prfmodel.utils.ParamsDict (built-in class) prfmodel.utils.UndefinedResponseWarning S shape (prfmodel.utils.ParamsDict property) step (prfmodel.fitters.SGDHistory attribute) T Tensor (in module prfmodel) (in module prfmodel.typing) to_dataframe() (prfmodel.utils.ParamsDict method) transform() (prfmodel.fitters.adapter.Adapter method) (prfmodel.fitters.adapter.ParameterConstraint method) (prfmodel.fitters.adapter.ParameterTransform method)