Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W _ __call__() (prfmodel.models.base.BaseComposite method) (prfmodel.models.base.BaseEncoder method) (prfmodel.models.base.BaseImpulse method) (prfmodel.models.base.BaseResponse method) (prfmodel.models.base.BaseTemporal method) (prfmodel.models.BaseComposite method) (prfmodel.models.BaseEncoder method) (prfmodel.models.BaseResponse method) (prfmodel.models.BaseTemporal method) (prfmodel.models.CFStimulusEncoder method) (prfmodel.models.composite.CenterSurroundPRFModel method) (prfmodel.models.composite.SimpleCFModel method) (prfmodel.models.composite.SimplePRFModel method) (prfmodel.models.compressive_spatial_summation.Gaussian2DCSSPRFModel method) (prfmodel.models.CompressiveEncoder method) (prfmodel.models.difference_of_gaussians.DoG2DPRFModel method) (prfmodel.models.DoG2DPRFModel method) (prfmodel.models.encoding.CFStimulusEncoder method) (prfmodel.models.encoding.CompressiveEncoder method) (prfmodel.models.encoding.PRFStimulusEncoder method) (prfmodel.models.gaussian.Gaussian2DPRFModel method) (prfmodel.models.gaussian.Gaussian2DPRFResponse method) (prfmodel.models.gaussian.GaussianCFModel method) (prfmodel.models.gaussian.GaussianCFResponse method) (prfmodel.models.Gaussian2DCSSPRFModel method) (prfmodel.models.Gaussian2DPRFModel method) (prfmodel.models.GaussianCFModel method) (prfmodel.models.impulse.DerivativeTwoGammaImpulse method) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse method) (prfmodel.models.impulse.ShiftedGammaImpulse method) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse method) (prfmodel.models.impulse.two_gamma_deriv.DerivativeTwoGammaImpulse method) (prfmodel.models.impulse.TwoGammaImpulse method) (prfmodel.models.PRFStimulusEncoder method) (prfmodel.models.temporal.BaselineAmplitude method) (prfmodel.models.temporal.DoGAmplitude method) __reduce__() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) __repr__() (prfmodel.PRFStimulus method) (prfmodel.stimuli.base.Stimulus method) (prfmodel.stimuli.cf.CFStimulus method) (prfmodel.stimuli.CFStimulus method) (prfmodel.stimuli.prf.PRFStimulus method) (prfmodel.stimuli.PRFStimulus method) (prfmodel.stimuli.Stimulus method) __setattr__() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) __str__() (prfmodel.PRFStimulus method) (prfmodel.stimuli.base.Stimulus method) (prfmodel.stimuli.cf.CFStimulus method) (prfmodel.stimuli.CFStimulus method) (prfmodel.stimuli.prf.PRFStimulus method) (prfmodel.stimuli.PRFStimulus method) (prfmodel.stimuli.Stimulus method) A Adapter (class in prfmodel.adapter) add_loss() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) add_variable() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) add_weight() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) animate_2d_prf_stimulus() (in module prfmodel.stimuli) (in module prfmodel.stimuli.prf) B BaseComposite (class in prfmodel.models) (class in prfmodel.models.base) BaseEncoder (class in prfmodel.models) (class in prfmodel.models.base) BaseImpulse (class in prfmodel.models.base) BaselineAmplitude (class in prfmodel.models.temporal) BaseModel (class in prfmodel.models) (class in prfmodel.models.base) BaseResponse (class in prfmodel.models) (class in prfmodel.models.base) BaseTemporal (class in prfmodel.models) (class in prfmodel.models.base) BatchDimensionError batched() (in module prfmodel.utils) build_from_config() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) C CenterSurroundPRFModel (class in prfmodel.models.composite) CFStimulus (class in prfmodel.stimuli) (class in prfmodel.stimuli.cf) CFStimulusEncoder (class in prfmodel.models) (class in prfmodel.models.encoding) columns (prfmodel.utils.ParamsDict property) compile() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) compile_from_config() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) CompressiveEncoder (class in prfmodel.models) (class in prfmodel.models.encoding) compute_dtype (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) compute_loss() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) compute_loss_and_updates() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) compute_metrics() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) convert_parameters_to_tensor() (in module prfmodel) (in module prfmodel.utils) convolve_prf_impulse_response() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.convolve) copy() (prfmodel.utils.ParamsDict method) count_params() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) create_2d_bar_stimulus() (prfmodel.PRFStimulus class method) (prfmodel.stimuli.prf.PRFStimulus class method) (prfmodel.stimuli.PRFStimulus class method) D derivative_gamma_density() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.density) DerivativeTwoGammaImpulse (class in prfmodel.models.impulse) (class in prfmodel.models.impulse.two_gamma_deriv) DimensionLabelsError DistanceMatrixShapeError DistanceMatrixSourceShapeError DoG2DPRFModel (class in prfmodel.models) (class in prfmodel.models.difference_of_gaussians) DoGAmplitude (class in prfmodel.models.temporal) dtype (prfmodel.fitters.grid.GridFitter property) (prfmodel.fitters.linear.LeastSquaresFitter property) (prfmodel.fitters.sgd.SGDFitter attribute) (prfmodel.fitters.SGDFitter attribute) (prfmodel.utils.ParamsDict property) DTYPES (in module prfmodel.utils) E encode_prf_response() (in module prfmodel.models) (in module prfmodel.models.encoding) evaluate() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) export() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) F fit() (prfmodel.fitters.grid.GridFitter method) (prfmodel.fitters.linear.LeastSquaresFitter method) (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) frames (prfmodel.models.base.BaseImpulse property) (prfmodel.models.impulse.DerivativeTwoGammaImpulse property) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse property) (prfmodel.models.impulse.ShiftedGammaImpulse property) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse property) (prfmodel.models.impulse.two_gamma_deriv.DerivativeTwoGammaImpulse property) (prfmodel.models.impulse.TwoGammaImpulse property) from_config() (prfmodel.fitters.sgd.SGDFitter class method) (prfmodel.fitters.SGDFitter class method) G gamma_density() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.density) Gaussian2DCSSPRFModel (class in prfmodel.models) (class in prfmodel.models.compressive_spatial_summation) Gaussian2DPRFModel (class in prfmodel.models) (class in prfmodel.models.gaussian) Gaussian2DPRFResponse (class in prfmodel.models.gaussian) GaussianCFModel (class in prfmodel.models) (class in prfmodel.models.gaussian) GaussianCFResponse (class in prfmodel.models.gaussian) get_build_config() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_compile_config() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_config() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_dtype() (in module prfmodel.utils) get_layer() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_metrics_result() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_quantization_layer_structure() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_state_tree() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) get_weights() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) GridDesignShapeError GridDimensionsError GridFitter (class in prfmodel.fitters.grid) GridHistory (class in prfmodel.fitters.grid) GridMuDimensionsError H history (prfmodel.fitters.grid.GridHistory attribute) (prfmodel.fitters.linear.LeastSquaresHistory attribute) (prfmodel.fitters.sgd.SGDHistory attribute) I InfiniteLossWarning init_css_from_gaussian() (in module prfmodel.models) (in module prfmodel.models.compressive_spatial_summation) init_dog_from_gaussian() (in module prfmodel.models) (in module prfmodel.models.difference_of_gaussians) input (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) input_dtype (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) inverse() (prfmodel.adapter.Adapter method) (prfmodel.adapter.ParameterConstraint method) (prfmodel.adapter.ParameterTransform method) L LeastSquaresFitter (class in prfmodel.fitters.linear) LeastSquaresHistory (class in prfmodel.fitters.linear) load_2d_prf_bar_stimulus() (in module prfmodel.examples) load_own_variables() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) load_single_subject_fmri_data() (in module prfmodel.examples) load_surface_mesh() (in module prfmodel.examples) load_weights() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) losses (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) M metrics (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) metrics_variables (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) module prfmodel prfmodel.adapter prfmodel.backend prfmodel.examples prfmodel.fitters prfmodel.fitters.grid prfmodel.fitters.linear prfmodel.fitters.sgd prfmodel.models prfmodel.models.base prfmodel.models.composite prfmodel.models.compressive_spatial_summation prfmodel.models.difference_of_gaussians prfmodel.models.encoding prfmodel.models.gaussian prfmodel.models.impulse prfmodel.models.impulse.convolve prfmodel.models.impulse.density prfmodel.models.impulse.shifted_gamma prfmodel.models.impulse.two_gamma prfmodel.models.impulse.two_gamma_deriv prfmodel.models.temporal prfmodel.stimuli prfmodel.stimuli.base prfmodel.stimuli.cf prfmodel.stimuli.prf prfmodel.typing prfmodel.utils N non_trainable_variables (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) non_trainable_weights (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) normalize_response() (in module prfmodel.utils) num_frames (prfmodel.models.base.BaseImpulse property) (prfmodel.models.impulse.DerivativeTwoGammaImpulse property) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse property) (prfmodel.models.impulse.ShiftedGammaImpulse property) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse property) (prfmodel.models.impulse.two_gamma_deriv.DerivativeTwoGammaImpulse property) (prfmodel.models.impulse.TwoGammaImpulse property) O on_step_end() (prfmodel.fitters.sgd.SGDHistory method) output (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) P parameter_names (prfmodel.models.base.BaseComposite property) (prfmodel.models.base.BaseEncoder property) (prfmodel.models.base.BaseImpulse property) (prfmodel.models.base.BaseModel attribute) (prfmodel.models.base.BaseModel property) (prfmodel.models.base.BaseResponse property) (prfmodel.models.base.BaseTemporal property) (prfmodel.models.BaseComposite property) (prfmodel.models.BaseEncoder property) (prfmodel.models.BaseModel attribute) (prfmodel.models.BaseModel property) (prfmodel.models.BaseResponse property) (prfmodel.models.BaseTemporal property) (prfmodel.models.CFStimulusEncoder property) (prfmodel.models.composite.CenterSurroundPRFModel property) (prfmodel.models.composite.SimpleCFModel property) (prfmodel.models.composite.SimplePRFModel property) (prfmodel.models.compressive_spatial_summation.Gaussian2DCSSPRFModel property) (prfmodel.models.CompressiveEncoder property) (prfmodel.models.difference_of_gaussians.DoG2DPRFModel property) (prfmodel.models.DoG2DPRFModel property) (prfmodel.models.encoding.CFStimulusEncoder property) (prfmodel.models.encoding.CompressiveEncoder property) (prfmodel.models.encoding.PRFStimulusEncoder property) (prfmodel.models.gaussian.Gaussian2DPRFModel property) (prfmodel.models.gaussian.Gaussian2DPRFResponse property) (prfmodel.models.gaussian.GaussianCFModel property) (prfmodel.models.gaussian.GaussianCFResponse property) (prfmodel.models.Gaussian2DCSSPRFModel property) (prfmodel.models.Gaussian2DPRFModel property) (prfmodel.models.GaussianCFModel property) (prfmodel.models.impulse.DerivativeTwoGammaImpulse property) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse property) (prfmodel.models.impulse.ShiftedGammaImpulse property) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse property) (prfmodel.models.impulse.two_gamma_deriv.DerivativeTwoGammaImpulse property) (prfmodel.models.impulse.TwoGammaImpulse property) (prfmodel.models.PRFStimulusEncoder property) (prfmodel.models.temporal.BaselineAmplitude property) (prfmodel.models.temporal.DoGAmplitude property) ParameterConstraint (class in prfmodel.adapter) ParameterTransform (class in prfmodel.adapter) ParamsDict (class in prfmodel.utils) path (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) plot_2d_prf_stimulus() (in module prfmodel.stimuli) (in module prfmodel.stimuli.prf) predict() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) predict_gaussian_response() (in module prfmodel.models.gaussian) predict_on_batch() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) predict_responses() (prfmodel.models.composite.CenterSurroundPRFModel method) (prfmodel.models.difference_of_gaussians.DoG2DPRFModel method) (prfmodel.models.DoG2DPRFModel method) prfmodel module prfmodel.adapter module prfmodel.backend module prfmodel.examples module prfmodel.fitters module prfmodel.fitters.grid module prfmodel.fitters.linear module prfmodel.fitters.sgd module prfmodel.models module prfmodel.models.base module prfmodel.models.composite module prfmodel.models.compressive_spatial_summation module prfmodel.models.difference_of_gaussians module prfmodel.models.encoding module prfmodel.models.gaussian module prfmodel.models.impulse module prfmodel.models.impulse.convolve module prfmodel.models.impulse.density module prfmodel.models.impulse.shifted_gamma module prfmodel.models.impulse.two_gamma module prfmodel.models.impulse.two_gamma_deriv module prfmodel.models.temporal module prfmodel.stimuli module prfmodel.stimuli.base module prfmodel.stimuli.cf module prfmodel.stimuli.prf module prfmodel.typing module prfmodel.utils module PRFStimulus (class in prfmodel) (class in prfmodel.stimuli) (class in prfmodel.stimuli.prf) PRFStimulusEncoder (class in prfmodel.models) (class in prfmodel.models.encoding) Q quantization_mode (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) quantize() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) R rematerialized_call() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) ResponseDesignShapeError S save() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) save_own_variables() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) save_weights() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) set_state_tree() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) set_weights() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) SGDFitter (class in prfmodel.fitters) (class in prfmodel.fitters.sgd) SGDHistory (class in prfmodel.fitters.sgd) shape (prfmodel.utils.ParamsDict property) ShapeError shifted_gamma_density() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.density) ShiftedGammaImpulse (class in prfmodel.models.impulse) (class in prfmodel.models.impulse.shifted_gamma) SimpleCFModel (class in prfmodel.models.composite) SimplePRFModel (class in prfmodel.models.composite) stateless_call() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) step (prfmodel.fitters.sgd.SGDHistory attribute) Stimulus (class in prfmodel.stimuli) (class in prfmodel.stimuli.base) StimulusDimensionError summary() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) supports_masking (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) T Tensor (in module prfmodel) (in module prfmodel.typing) test_on_batch() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) to_dataframe() (prfmodel.utils.ParamsDict method) to_json() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) train_on_batch() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) trainable (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) trainable_variables (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) trainable_weights (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) transform() (prfmodel.adapter.Adapter method) (prfmodel.adapter.ParameterConstraint method) (prfmodel.adapter.ParameterTransform method) TwoGammaImpulse (class in prfmodel.models.impulse) (class in prfmodel.models.impulse.two_gamma) U UndefinedResponseWarning V variable_dtype (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) variables (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property) W weights (prfmodel.fitters.sgd.SGDFitter property) (prfmodel.fitters.SGDFitter property)