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.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.scaling.base.BaseScaling method) (prfmodel.scaling.BaselineAmplitude method) (prfmodel.scaling.DivNormAmplitude method) (prfmodel.scaling.DoGAmplitude 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.models.prf.encode_prf_response() prfmodel.models.prf.init_css_from_gaussian() prfmodel.models.prf.init_dn_from_dog() prfmodel.models.prf.init_dn_from_gaussian() 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.models prfmodel.models.base prfmodel.models.cf prfmodel.models.cf.canonical prfmodel.models.compression prfmodel.models.prf prfmodel.models.prf.canonical prfmodel.plotting 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.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.scaling.base.BaseScaling property) (prfmodel.scaling.BaselineAmplitude property) (prfmodel.scaling.DivNormAmplitude property) (prfmodel.scaling.DoGAmplitude property) (prfmodel.utils.ModelProtocol attribute) (prfmodel.utils.ModelProtocol property) predict_responses() (prfmodel.models.prf.canonical.CenterSurroundPRFModel method) (prfmodel.models.prf.DivNormGaussian2DPRFModel method) (prfmodel.models.prf.DivNormPRFModel method) (prfmodel.models.prf.DoG2DPRFModel method) 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.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.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_dn_from_dog() built-in function prfmodel.models.prf.init_dn_from_gaussian() 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.scaling module prfmodel.scaling.base module prfmodel.scaling.base.BaseScaling (built-in class) prfmodel.scaling.BaselineAmplitude (built-in class) prfmodel.scaling.DivNormAmplitude (built-in class) prfmodel.scaling.DoGAmplitude (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)