Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U _ __call__() (torch_openreml.covariance.AR1Matrix method) (torch_openreml.covariance.BlockDiagonal method) (torch_openreml.covariance.CompoundSymmetricMatrix method) (torch_openreml.covariance.DesignMatrix method) (torch_openreml.covariance.DiagonalMatrix method) (torch_openreml.covariance.EquicorrelationMatrix method) (torch_openreml.covariance.HadamardProduct method) (torch_openreml.covariance.IdentityMatrix method) (torch_openreml.covariance.KroneckerProduct method) (torch_openreml.covariance.LinearPropagation method) (torch_openreml.covariance.Matrix method) (torch_openreml.covariance.ScalarMatrix method) (torch_openreml.covariance.Sum method) (torch_openreml.covariance.transform.Transform method) (torch_openreml.covariance.transform.TransformChain method) (torch_openreml.covariance.transform.TransformExp method) (torch_openreml.covariance.transform.TransformExp10 method) (torch_openreml.covariance.transform.TransformExp2 method) (torch_openreml.covariance.transform.TransformExpPow2 method) (torch_openreml.covariance.transform.TransformIdentity method) (torch_openreml.covariance.transform.TransformPow method) (torch_openreml.covariance.transform.TransformScaleShift method) (torch_openreml.covariance.transform.TransformSigmoid method) A ai_step() (torch_openreml.REML method) AR1Matrix (class in torch_openreml.covariance) augment() (in module torch_openreml.utils) auto_grad() (torch_openreml.covariance.Matrix method) B BlockDiagonal (class in torch_openreml.covariance) blue() (torch_openreml.REML method) blup() (torch_openreml.REML method) build_operands() (torch_openreml.covariance.Operator method) C categorical_to_design_matrix() (in module torch_openreml.utils) check_operands() (torch_openreml.covariance.Operator method) check_params() (torch_openreml.covariance.Matrix method) codomain (torch_openreml.covariance.transform.Transform attribute) (torch_openreml.covariance.transform.TransformExp attribute) (torch_openreml.covariance.transform.TransformExp10 attribute) (torch_openreml.covariance.transform.TransformExp2 attribute) (torch_openreml.covariance.transform.TransformExpPow2 attribute) (torch_openreml.covariance.transform.TransformIdentity attribute) (torch_openreml.covariance.transform.TransformPow attribute) (torch_openreml.covariance.transform.TransformScaleShift attribute) (torch_openreml.covariance.transform.TransformSigmoid attribute) CompoundSymmetricMatrix (class in torch_openreml.covariance) compute_v_dv() (torch_openreml.REML method) D DesignMatrix (class in torch_openreml.covariance) DiagonalMatrix (class in torch_openreml.covariance) domain (torch_openreml.covariance.transform.Transform attribute) (torch_openreml.covariance.transform.TransformExp attribute) (torch_openreml.covariance.transform.TransformExp10 attribute) (torch_openreml.covariance.transform.TransformExp2 attribute) (torch_openreml.covariance.transform.TransformExpPow2 attribute) (torch_openreml.covariance.transform.TransformIdentity attribute) (torch_openreml.covariance.transform.TransformPow attribute) (torch_openreml.covariance.transform.TransformScaleShift attribute) (torch_openreml.covariance.transform.TransformSigmoid attribute) E EquicorrelationMatrix (class in torch_openreml.covariance) F from_param_dict() (torch_openreml.covariance.Matrix method) G get_beta() (torch_openreml.REML method) get_device() (in module torch_openreml.utils) get_dtype() (in module torch_openreml.utils) get_intermediates() (torch_openreml.covariance.Matrix method) get_theta() (torch_openreml.REML method) grad() (torch_openreml.covariance.Matrix method) (torch_openreml.covariance.transform.Transform method) (torch_openreml.covariance.transform.TransformChain method) (torch_openreml.covariance.transform.TransformExp method) (torch_openreml.covariance.transform.TransformExp10 method) (torch_openreml.covariance.transform.TransformExp2 method) (torch_openreml.covariance.transform.TransformExpPow2 method) (torch_openreml.covariance.transform.TransformIdentity method) (torch_openreml.covariance.transform.TransformPow method) (torch_openreml.covariance.transform.TransformScaleShift method) (torch_openreml.covariance.transform.TransformSigmoid method) H HadamardProduct (class in torch_openreml.covariance) I IdentityMatrix (class in torch_openreml.covariance) interaction() (in module torch_openreml.utils) inverse() (torch_openreml.covariance.transform.Transform method) (torch_openreml.covariance.transform.TransformChain method) (torch_openreml.covariance.transform.TransformExp method) (torch_openreml.covariance.transform.TransformExp10 method) (torch_openreml.covariance.transform.TransformExp2 method) (torch_openreml.covariance.transform.TransformExpPow2 method) (torch_openreml.covariance.transform.TransformIdentity method) (torch_openreml.covariance.transform.TransformPow method) (torch_openreml.covariance.transform.TransformScaleShift method) (torch_openreml.covariance.transform.TransformSigmoid method) is_converged() (torch_openreml.REML method) K KroneckerProduct (class in torch_openreml.covariance) L LinearPropagation (class in torch_openreml.covariance) loglik() (torch_openreml.REML method) M manual_grad() (torch_openreml.covariance.AR1Matrix method) (torch_openreml.covariance.BlockDiagonal method) (torch_openreml.covariance.CompoundSymmetricMatrix method) (torch_openreml.covariance.DiagonalMatrix method) (torch_openreml.covariance.EquicorrelationMatrix method) (torch_openreml.covariance.HadamardProduct method) (torch_openreml.covariance.KroneckerProduct method) (torch_openreml.covariance.LinearPropagation method) (torch_openreml.covariance.Matrix method) (torch_openreml.covariance.ScalarMatrix method) (torch_openreml.covariance.Sum method) map_theta_to_dv() (torch_openreml.covariance.Matrix method) map_theta_to_v() (torch_openreml.covariance.Matrix method) marginal_predict() (torch_openreml.REML method) marginal_residual() (torch_openreml.REML method) Matrix (class in torch_openreml.covariance) N no_grad_index (torch_openreml.covariance.Matrix property) (torch_openreml.covariance.Operator property) num_params (torch_openreml.covariance.Matrix property) numeric_to_design_matrix() (in module torch_openreml.utils) O operands (torch_openreml.covariance.Operator property) operands_grad() (torch_openreml.covariance.Operator method) Operator (class in torch_openreml.covariance) optimize() (torch_openreml.REML method) P param_names (torch_openreml.covariance.Matrix property) predict() (torch_openreml.REML method) R REML (class in torch_openreml) repr_dict (torch_openreml.covariance.DesignMatrix property) (torch_openreml.covariance.Matrix property) (torch_openreml.covariance.Operator property) reset_intermediates() (torch_openreml.covariance.Matrix method) residual() (torch_openreml.REML method) S ScalarMatrix (class in torch_openreml.covariance) set_intermediates() (torch_openreml.covariance.Matrix method) set_no_grad() (torch_openreml.covariance.Matrix method) (torch_openreml.covariance.Operator method) shape (torch_openreml.covariance.Matrix property) Sum (class in torch_openreml.covariance) T to_param_dict() (torch_openreml.covariance.Matrix method) trans (torch_openreml.covariance.Matrix property) trans_grad() (torch_openreml.covariance.Matrix method) trans_params() (torch_openreml.covariance.Matrix method) (torch_openreml.covariance.Operator method) Transform (class in torch_openreml.covariance.transform) TransformChain (class in torch_openreml.covariance.transform) TransformExp (class in torch_openreml.covariance.transform) TransformExp10 (class in torch_openreml.covariance.transform) TransformExp2 (class in torch_openreml.covariance.transform) TransformExpPow2 (class in torch_openreml.covariance.transform) TransformIdentity (class in torch_openreml.covariance.transform) TransformPow (class in torch_openreml.covariance.transform) TransformScaleShift (class in torch_openreml.covariance.transform) TransformSigmoid (class in torch_openreml.covariance.transform) U update() (torch_openreml.REML method)