Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | V | W _ __call__() (prfmodel.models.base.BaseImpulse method) (prfmodel.models.base.BasePRFModel method) (prfmodel.models.base.BasePRFResponse method) (prfmodel.models.base.BaseTemporal method) (prfmodel.models.BasePRFModel method) (prfmodel.models.BasePRFResponse method) (prfmodel.models.BaseTemporal method) (prfmodel.models.composite.SimplePRFModel method) (prfmodel.models.gaussian.Gaussian2DPRFModel method) (prfmodel.models.gaussian.Gaussian2DResponse method) (prfmodel.models.Gaussian2DPRFModel method) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse method) (prfmodel.models.impulse.shifted_gamma_deriv.ShiftedDerivativeGammaImpulse method) (prfmodel.models.impulse.ShiftedDerivativeGammaImpulse method) (prfmodel.models.impulse.ShiftedGammaImpulse method) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse method) (prfmodel.models.impulse.TwoGammaImpulse method) (prfmodel.models.temporal.BaselineAmplitude method) __reduce__() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) __setattr__() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter 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_stimulus() (in module prfmodel.stimulus) B BaseImpulse (class in prfmodel.models.base) BaselineAmplitude (class in prfmodel.models.temporal) BaseModel (class in prfmodel.models) (class in prfmodel.models.base) BasePRFModel (class in prfmodel.models) (class in prfmodel.models.base) BasePRFResponse (class in prfmodel.models) (class in prfmodel.models.base) BaseTemporal (class in prfmodel.models) (class in prfmodel.models.base) BatchDimensionError build_from_config() (prfmodel.fitters.sgd.SGDFitter method) (prfmodel.fitters.SGDFitter method) C 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) 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.Stimulus class method) (prfmodel.stimulus.Stimulus class method) D derivative_gamma_density() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.density) DimensionLabelsError download_surface() (in module prfmodel.examples) dtype (prfmodel.fitters.grid.GridFitter property) (prfmodel.fitters.linear.LeastSquaresFitter property) (prfmodel.fitters.sgd.SGDFitter attribute) (prfmodel.fitters.SGDFitter attribute) 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.shifted_gamma.ShiftedGammaImpulse property) (prfmodel.models.impulse.shifted_gamma_deriv.ShiftedDerivativeGammaImpulse property) (prfmodel.models.impulse.ShiftedDerivativeGammaImpulse property) (prfmodel.models.impulse.ShiftedGammaImpulse property) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse 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) Gaussian2DPRFModel (class in prfmodel.models) (class in prfmodel.models.gaussian) Gaussian2DResponse (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 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_bar_stimulus() (in module prfmodel.examples) load_brain_atlas() (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_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.encoding prfmodel.models.gaussian prfmodel.models.impulse prfmodel.models.impulse.convolve prfmodel.models.impulse.density prfmodel.models.impulse.shifted_gamma prfmodel.models.impulse.shifted_gamma_deriv prfmodel.models.impulse.two_gamma prfmodel.models.temporal prfmodel.stimulus 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) num_frames (prfmodel.models.base.BaseImpulse property) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse property) (prfmodel.models.impulse.shifted_gamma_deriv.ShiftedDerivativeGammaImpulse property) (prfmodel.models.impulse.ShiftedDerivativeGammaImpulse property) (prfmodel.models.impulse.ShiftedGammaImpulse property) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse 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.BaseImpulse property) (prfmodel.models.base.BaseModel attribute) (prfmodel.models.base.BaseModel property) (prfmodel.models.base.BasePRFModel property) (prfmodel.models.base.BasePRFResponse property) (prfmodel.models.base.BaseTemporal property) (prfmodel.models.BaseModel attribute) (prfmodel.models.BaseModel property) (prfmodel.models.BasePRFModel property) (prfmodel.models.BasePRFResponse property) (prfmodel.models.BaseTemporal property) (prfmodel.models.composite.SimplePRFModel property) (prfmodel.models.gaussian.Gaussian2DPRFModel property) (prfmodel.models.gaussian.Gaussian2DResponse property) (prfmodel.models.Gaussian2DPRFModel property) (prfmodel.models.impulse.shifted_gamma.ShiftedGammaImpulse property) (prfmodel.models.impulse.shifted_gamma_deriv.ShiftedDerivativeGammaImpulse property) (prfmodel.models.impulse.ShiftedDerivativeGammaImpulse property) (prfmodel.models.impulse.ShiftedGammaImpulse property) (prfmodel.models.impulse.two_gamma.TwoGammaImpulse property) (prfmodel.models.impulse.TwoGammaImpulse property) (prfmodel.models.temporal.BaselineAmplitude 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_stimulus() (in module prfmodel.stimulus) 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) 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.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.shifted_gamma_deriv module prfmodel.models.impulse.two_gamma module prfmodel.models.temporal module prfmodel.stimulus module prfmodel.typing module prfmodel.utils module 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) ShapeError shifted_derivative_gamma_density() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.density) shifted_gamma_density() (in module prfmodel.models.impulse) (in module prfmodel.models.impulse.density) ShiftedDerivativeGammaImpulse (class in prfmodel.models.impulse) (class in prfmodel.models.impulse.shifted_gamma_deriv) ShiftedGammaImpulse (class in prfmodel.models.impulse) (class in prfmodel.models.impulse.shifted_gamma) 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) (class in prfmodel.stimulus) 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) 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)