Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W A A (HeteroscedasticConditional attribute) (HeteroscedasticCoshM1Conditional attribute) (HeteroscedasticExpConditional attribute) (HeteroscedasticHeavisideConditional attribute) (HeteroscedasticReLUConditional attribute) affine_conditional_transformation() (ConditionalGaussianPDF method) (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) (NNControlGaussianConditional method) affine_joint_transformation() (ConditionalGaussianPDF method) (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) (NNControlGaussianConditional method) affine_marginal_transformation() (ConditionalGaussianPDF method) (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) (NNControlGaussianConditional method) B b (ConditionalGaussianPDF attribute) C compute_lnZ() (GaussianMeasure method) compute_mu() (GaussianMeasure method) condition_on() (GaussianPDF method) condition_on_explicit() (GaussianPDF method) condition_on_x() (ConditionalGaussianPDF method) (HeteroscedasticConditional method) condition_on_x_u() (NNControlGaussianConditional method) conditional_entropy() (ConditionalGaussianPDF method) (NNControlGaussianConditional method) ConditionalGaussianPDF (class in gaussian_toolbox.conditional) ConjugateFactor (class in gaussian_toolbox.factor) ConstantFactor (class in gaussian_toolbox.factor) control_func (NNControlGaussianConditional attribute) D D (ConjugateFactor property) (ConstantFactor property) (LinearFactor property) (OneRankFactor property) Da (HeteroscedasticConditional property) dataclass() (in module gaussian_toolbox.utils.dataclass) Dk (HeteroscedasticConditional property) (LRBFGaussianConditional property) (LSEMGaussianConditional property) Dphi (LRBFGaussianConditional property) (LSEMGaussianConditional property) Du (NNControlGaussianConditional property) Dx (ConditionalGaussianPDF property) (HeteroscedasticConditional property) (LRBFGaussianConditional property) (LSEMGaussianConditional property) (NNControlGaussianConditional property) Dy (ConditionalGaussianPDF property) (HeteroscedasticConditional property) (NNControlGaussianConditional property) E entropy() (GaussianPDF method) evaluate() (ConjugateFactor method) evaluate_ln() (ConjugateFactor method) evaluate_phi() (LConjugateFactorMGaussianConditional method) F from_dict() (ConjugateFactor class method) G g (OneRankFactor attribute) gaussian_toolbox module gaussian_toolbox.approximate_conditional module gaussian_toolbox.conditional module gaussian_toolbox.factor module gaussian_toolbox.measure module gaussian_toolbox.pdf module gaussian_toolbox.utils module gaussian_toolbox.utils.dataclass module gaussian_toolbox.utils.jax_minimize_wrapper module gaussian_toolbox.utils.linalg module GaussianDiagMeasure (class in gaussian_toolbox.measure) GaussianDiagPDF (class in gaussian_toolbox.pdf) GaussianMeasure (class in gaussian_toolbox.measure) GaussianPDF (class in gaussian_toolbox.pdf) get_conditional_cov() (HeteroscedasticConditional method) get_conditional_mu() (ConditionalGaussianPDF method) (LConjugateFactorMGaussianConditional method) (NNControlGaussianConditional method) get_density() (GaussianMeasure method) get_density_of_linear_sum() (GaussianPDF method) get_expected_cross_terms() (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) get_expected_moments() (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) get_lb_heteroscedastic_term_i() (HeteroscedasticConditional method) (HeteroscedasticHeavisideConditional method) get_lb_log_det() (HeteroscedasticConditional method) (HeteroscedasticHeavisideConditional method) get_lb_quadratic_term() (HeteroscedasticConditional method) get_M_b() (NNControlGaussianConditional method) get_marginal() (GaussianDiagPDF method) (GaussianPDF method) get_trace() (ConjugateFactor static method) H hadamard() (GaussianMeasure method) HeteroscedasticConditional (class in gaussian_toolbox.approximate_conditional) HeteroscedasticCoshM1Conditional (class in gaussian_toolbox.approximate_conditional) HeteroscedasticExpConditional (class in gaussian_toolbox.approximate_conditional) HeteroscedasticHeavisideConditional (class in gaussian_toolbox.approximate_conditional) HeteroscedasticReLUConditional (class in gaussian_toolbox.approximate_conditional) I integral() (GaussianMeasure method) integral_light() (GaussianMeasure method) integrate() (GaussianMeasure method) integrate_cubic_outer() (GaussianMeasure method) integrate_general_cubic_inner() (GaussianMeasure method) integrate_general_cubic_outer() (GaussianMeasure method) integrate_general_linear() (GaussianMeasure method) integrate_general_quadratic_inner() (GaussianMeasure method) integrate_general_quadratic_outer() (GaussianMeasure method) integrate_general_quartic_inner() (GaussianMeasure method) integrate_general_quartic_outer() (GaussianMeasure method) integrate_log_conditional() (ConditionalGaussianPDF method) (LConjugateFactorMGaussianConditional method) (LRBFGaussianConditional method) (LSEMGaussianConditional method) (NNControlGaussianConditional method) integrate_log_conditional_y() (ConditionalGaussianPDF method) (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) (LRBFGaussianConditional method) (LSEMGaussianConditional method) (NNControlGaussianConditional method) integrate_log_factor() (GaussianMeasure method) integrate_Sigma_x() (HeteroscedasticConditional method) integrate_x() (GaussianMeasure method) integrate_xbxx() (GaussianMeasure method) integrate_xxT() (GaussianMeasure method) integration_dict (GaussianMeasure property) invert_diagonal() (in module gaussian_toolbox.utils.linalg) invert_lambda() (GaussianDiagMeasure method) (GaussianMeasure method) invert_matrix() (in module gaussian_toolbox.utils.linalg) is_normalized() (GaussianMeasure method) K k_func() (HeteroscedasticConditional method) (HeteroscedasticCoshM1Conditional method) (HeteroscedasticExpConditional method) (HeteroscedasticHeavisideConditional method) (HeteroscedasticReLUConditional method) kl_divergence() (GaussianPDF method) L Lambda (ConditionalGaussianPDF attribute) (ConjugateFactor attribute) (ConstantFactor attribute) (GaussianDiagPDF attribute) (GaussianMeasure attribute) (GaussianPDF attribute) (LinearFactor attribute) (LowRankFactor attribute) (LRBFGaussianConditional attribute) (LSEMGaussianConditional attribute) (OneRankFactor attribute) LConjugateFactorMGaussianConditional (class in gaussian_toolbox.approximate_conditional) length_scale (LRBFGaussianConditional attribute) linear_layer() (HeteroscedasticConditional method) LinearFactor (class in gaussian_toolbox.factor) link_function() (HeteroscedasticConditional method) (HeteroscedasticCoshM1Conditional method) (HeteroscedasticExpConditional method) (HeteroscedasticHeavisideConditional method) (HeteroscedasticReLUConditional method) ln_beta (ConjugateFactor attribute) (GaussianMeasure attribute) (LinearFactor attribute) (LowRankFactor attribute) (OneRankFactor attribute) ln_det_Lambda (GaussianMeasure attribute) ln_det_Sigma (ConditionalGaussianPDF attribute) (GaussianDiagPDF attribute) (GaussianMeasure attribute) (GaussianPDF attribute) (LRBFGaussianConditional attribute) (LSEMGaussianConditional attribute) lnZ (GaussianDiagPDF attribute) (GaussianPDF attribute) log_integral() (GaussianMeasure method) log_integral_light() (GaussianMeasure method) LowRankFactor (class in gaussian_toolbox.factor) LRBFGaussianConditional (class in gaussian_toolbox.approximate_conditional) LSEMGaussianConditional (class in gaussian_toolbox.approximate_conditional) M M (ConditionalGaussianPDF attribute) (HeteroscedasticConditional attribute) (HeteroscedasticCoshM1Conditional attribute) (HeteroscedasticExpConditional attribute) (HeteroscedasticHeavisideConditional attribute) (HeteroscedasticReLUConditional attribute) (LRBFGaussianConditional attribute) (LSEMGaussianConditional attribute) (NNControlGaussianConditional attribute) mappable_dataclass() (in module gaussian_toolbox.utils.dataclass) minimize() (in module gaussian_toolbox.utils.jax_minimize_wrapper) module gaussian_toolbox gaussian_toolbox.approximate_conditional gaussian_toolbox.conditional gaussian_toolbox.factor gaussian_toolbox.measure gaussian_toolbox.pdf gaussian_toolbox.utils gaussian_toolbox.utils.dataclass gaussian_toolbox.utils.jax_minimize_wrapper gaussian_toolbox.utils.linalg mu (GaussianDiagPDF attribute) (GaussianPDF attribute) (LRBFGaussianConditional attribute) multiply() (GaussianMeasure method) mutual_information() (ConditionalGaussianPDF method) N NNControlGaussianConditional (class in gaussian_toolbox.conditional) normalize() (GaussianMeasure method) nu (ConjugateFactor attribute) (GaussianMeasure attribute) (LowRankFactor attribute) (OneRankFactor attribute) num_cond_dim (NNControlGaussianConditional attribute) num_control_dim (NNControlGaussianConditional attribute) num_dim (ConstantFactor attribute) O OneRankFactor (class in gaussian_toolbox.factor) P product() (ConjugateFactor method) (GaussianDiagMeasure method) (GaussianMeasure method) R R (ConditionalGaussianPDF property) (ConjugateFactor property) (ConstantFactor property) (HeteroscedasticConditional property) (LinearFactor property) (NNControlGaussianConditional property) (OneRankFactor property) register_dataclass_type_with_jax_tree_util() (in module gaussian_toolbox.utils.dataclass) S sample() (GaussianPDF method) set_control_variable() (NNControlGaussianConditional method) set_y() (ConditionalGaussianPDF method) (HeteroscedasticConditional method) (LConjugateFactorMGaussianConditional method) (NNControlGaussianConditional method) Sigma (ConditionalGaussianPDF attribute) (GaussianMeasure attribute) (HeteroscedasticConditional attribute) (HeteroscedasticCoshM1Conditional attribute) (HeteroscedasticExpConditional attribute) (HeteroscedasticHeavisideConditional attribute) (HeteroscedasticReLUConditional attribute) (LRBFGaussianConditional attribute) (LSEMGaussianConditional attribute) slice() (ConditionalGaussianPDF method) (ConjugateFactor method) (ConstantFactor method) (GaussianDiagMeasure method) (GaussianDiagPDF method) (GaussianMeasure method) (GaussianPDF method) (LinearFactor method) (OneRankFactor method) T to_dict() (ConjugateFactor method) (ConstantFactor method) (GaussianPDF method) (LinearFactor method) (OneRankFactor method) U update() (GaussianDiagPDF method) (GaussianPDF method) update_phi() (LRBFGaussianConditional method) (LSEMGaussianConditional method) update_Sigma() (ConditionalGaussianPDF method) V v (OneRankFactor attribute) W W (HeteroscedasticConditional attribute) (HeteroscedasticCoshM1Conditional attribute) (HeteroscedasticExpConditional attribute) (HeteroscedasticHeavisideConditional attribute) (HeteroscedasticReLUConditional attribute) (LSEMGaussianConditional attribute)
