Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | V | W _ __init__() (sdplab.problem.HermitianCost method) (sdplab.problem.SDPProblem method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) (sdplab.special.qot.QOTConstraintOp method) A A (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.WrappedConstraintOp property) (sdplab.special.qot.QOTConstraintOp property) add_term() (sdplab.special.pauli.PauliSum method) adjoint() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.pauli.PauliString method) (sdplab.special.qot.QOTConstraintOp method) adjoint_apply() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) apply() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) (sdplab.special.qot.QOTConstraintOp method) as_member() (in module sdplab.problem) assert_codomain() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) assert_domain() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) (sdplab.special.qot.QOTConstraintOp method) B bind() (sdplab.regularization.RegularizedSDPDualFunctional method) BoundDualFunctional (class in sdplab.regularization) C check_level (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.Cost property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.DenseHermitianCost property) (sdplab.problem.ElementCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SDPProblem property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.SparseHermitianCost property) (sdplab.problem.WrappedConstraintOp property) (sdplab.regularization.BoundDualFunctional property) (sdplab.regularization.EntropyReg property) (sdplab.regularization.QuadraticReg property) (sdplab.regularization.RegularizedSDPDualFunctional property) (sdplab.regularization.Regularizer property) (sdplab.special.pauli.PauliString property) (sdplab.special.pauli.PauliSum property) (sdplab.special.qot.QOTConstraintOp property) cod (sdplab.problem.SDPProblem property) codomain (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.WrappedConstraintOp property) (sdplab.special.qot.QOTConstraintOp property) commutes_with() (sdplab.special.pauli.PauliString method) compose() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) ConstraintOp (class in sdplab.problem) converged (sdplab.solvers.OptimizeResult attribute) convert() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.Cost method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.DenseHermitianCost method) (sdplab.problem.ElementCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SDPProblem method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.SparseHermitianCost method) (sdplab.problem.WrappedConstraintOp method) (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.RegularizedSDPDualFunctional method) (sdplab.regularization.Regularizer method) (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) (sdplab.special.qot.QOTConstraintOp method) copy() (sdplab.special.pauli.PauliString method) Cost (class in sdplab.problem) ctx (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.Cost property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.DenseHermitianCost property) (sdplab.problem.ElementCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SDPProblem property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.SparseHermitianCost property) (sdplab.problem.WrappedConstraintOp property) (sdplab.regularization.BoundDualFunctional property) (sdplab.regularization.EntropyReg property) (sdplab.regularization.QuadraticReg property) (sdplab.regularization.RegularizedSDPDualFunctional property) (sdplab.regularization.Regularizer property) (sdplab.special.pauli.PauliString property) (sdplab.special.pauli.PauliSum property) (sdplab.special.qot.QOTConstraintOp property) D dagger() (sdplab.special.pauli.PauliString method) DenseConstraintOp (class in sdplab.problem) DenseHermitianCost (class in sdplab.problem) dom (sdplab.problem.SDPProblem property) domain (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.WrappedConstraintOp property) (sdplab.regularization.BoundDualFunctional property) (sdplab.regularization.RegularizedSDPDualFunctional property) (sdplab.special.qot.QOTConstraintOp property) dtype (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.Cost property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.DenseHermitianCost property) (sdplab.problem.ElementCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SDPProblem property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.SparseHermitianCost property) (sdplab.problem.WrappedConstraintOp property) (sdplab.regularization.BoundDualFunctional property) (sdplab.regularization.EntropyReg property) (sdplab.regularization.QuadraticReg property) (sdplab.regularization.RegularizedSDPDualFunctional property) (sdplab.regularization.Regularizer property) (sdplab.special.pauli.PauliString property) (sdplab.special.pauli.PauliSum property) (sdplab.special.qot.QOTConstraintOp property) dual (sdplab.solvers.OptimizeResult attribute) dual_from_cvxpy() (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) dual_objective() (sdplab.problem.SDPProblem method) dual_slack() (sdplab.problem.SDPProblem method) E elapsed_seconds (sdplab.solvers.OptimizeResult attribute) element (sdplab.problem.Cost property) (sdplab.problem.DenseHermitianCost property) (sdplab.problem.ElementCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.SparseHermitianCost property) ElementCost (class in sdplab.problem) EntropyReg (class in sdplab.regularization) extra (sdplab.solvers.OptimizeResult attribute) F feasibility_gap() (sdplab.problem.SDPProblem method) final_grad_norm (sdplab.solvers.OptimizeResult attribute) final_loss (sdplab.solvers.OptimizeResult attribute) from_dense() (sdplab.problem.DenseHermitianCost class method) (sdplab.problem.HermitianCost class method) (sdplab.problem.SparseHermitianCost class method) from_linop() (sdplab.problem.ConstraintOp class method) (sdplab.problem.DenseConstraintOp class method) (sdplab.problem.MatrixFreeConstraintOp class method) (sdplab.problem.SparseConstraintOp class method) (sdplab.problem.WrappedConstraintOp class method) (sdplab.special.qot.QOTConstraintOp class method) from_matrix() (sdplab.special.pauli.PauliSum class method) from_sparse() (sdplab.problem.DenseHermitianCost class method) (sdplab.problem.HermitianCost class method) (sdplab.problem.SparseHermitianCost class method) fuse() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) G generate_erdos_renyi_graph_laplacian() (in module sdplab.examples) generate_max_cut() (in module sdplab.examples) generate_pauli_observables() (in module sdplab.special.pauli) generate_qubit_tomography() (in module sdplab.examples) generate_random_qot() (in module sdplab.examples) generate_single_pauli_string() (in module sdplab.special.pauli) grad() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) grad_norm_history (sdplab.solvers.OptimizeResult attribute) H H (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.WrappedConstraintOp property) (sdplab.special.qot.QOTConstraintOp property) HermitianCost (class in sdplab.problem) I inner() (sdplab.problem.Cost method) (sdplab.problem.DenseHermitianCost method) (sdplab.problem.ElementCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.SparseHermitianCost method) is_hermitian() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) is_identity() (sdplab.special.pauli.PauliString method) K kron_prod() (in module sdplab.linalg) kron_sum() (in module sdplab.linalg) L label (sdplab.special.pauli.PauliString property) legendre() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) legendre_and_grad() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) log_phi_star_prime() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) loss_history (sdplab.solvers.OptimizeResult attribute) M materialize() (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) matmat() (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) matrix (sdplab.problem.DenseHermitianCost property) (sdplab.problem.SparseHermitianCost property) matrix_space (sdplab.problem.DenseHermitianCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.SparseHermitianCost property) MatrixFreeConstraintOp (class in sdplab.problem) matvec() (sdplab.problem.DenseHermitianCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.SparseHermitianCost method) (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) matvec_batch() (sdplab.problem.DenseHermitianCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.SparseHermitianCost method) MaxCutOperator (class in sdplab.examples) multiply() (sdplab.special.pauli.PauliString method) N n_qubits (sdplab.special.pauli.PauliString property) (sdplab.special.pauli.PauliSum property) n_terms (sdplab.special.pauli.PauliSum property) num_iters (sdplab.solvers.OptimizeResult attribute) O operator (sdplab.problem.DenseHermitianCost attribute) (sdplab.problem.HermitianCost attribute) (sdplab.problem.SparseHermitianCost attribute) ops (sdplab.examples.MaxCutOperator property) (sdplab.problem.ConstraintOp property) (sdplab.problem.Cost property) (sdplab.problem.DenseConstraintOp property) (sdplab.problem.DenseHermitianCost property) (sdplab.problem.ElementCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.MatrixFreeConstraintOp property) (sdplab.problem.SDPProblem property) (sdplab.problem.SparseConstraintOp property) (sdplab.problem.SparseHermitianCost property) (sdplab.problem.WrappedConstraintOp property) (sdplab.regularization.BoundDualFunctional property) (sdplab.regularization.EntropyReg property) (sdplab.regularization.QuadraticReg property) (sdplab.regularization.RegularizedSDPDualFunctional property) (sdplab.regularization.Regularizer property) (sdplab.special.pauli.PauliString property) (sdplab.special.pauli.PauliSum property) (sdplab.special.qot.QOTConstraintOp property) OptimizeResult (class in sdplab.solvers) P PauliString (class in sdplab.special.pauli) PauliSum (class in sdplab.special.pauli) phi() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) phi_star() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) phi_star_prime() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) phi_star_prime_matrix() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) primal (sdplab.solvers.OptimizeResult attribute) primal_from_dual() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) primal_objective() (sdplab.problem.SDPProblem method) Q QOTConstraintOp (class in sdplab.special.qot) QuadraticReg (class in sdplab.regularization) R rapply() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) raw (sdplab.solvers.OptimizeResult attribute) RegularizedSDPDualFunctional (class in sdplab.regularization) Regularizer (class in sdplab.regularization) rhs_to_cvxpy() (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) run_cvxpy_solver() (in module sdplab.solvers) run_regularized_solver() (in module sdplab.solvers) rvapply() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) S SDPProblem (class in sdplab.problem) simplify() (sdplab.special.pauli.PauliSum method) slack() (sdplab.regularization.RegularizedSDPDualFunctional method) solve_qot_dual() (in module sdplab.special.qot) space (sdplab.problem.Cost attribute) (sdplab.problem.DenseHermitianCost attribute) (sdplab.problem.ElementCost attribute) (sdplab.problem.HermitianCost attribute) (sdplab.problem.SparseHermitianCost attribute) SparseConstraintOp (class in sdplab.problem) SparseHermitianCost (class in sdplab.problem) summary() (sdplab.solvers.OptimizeResult method) support() (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) T to_cvxpy() (sdplab.problem.ConstraintOp method) (sdplab.problem.Cost method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.DenseHermitianCost method) (sdplab.problem.ElementCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.SparseHermitianCost method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) to_dense() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.Cost method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.DenseHermitianCost method) (sdplab.problem.ElementCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.SparseHermitianCost method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) to_matrix() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) to_sparse() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.Cost method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.DenseHermitianCost method) (sdplab.problem.ElementCost method) (sdplab.problem.HermitianCost method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.SparseHermitianCost method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) to_sum() (sdplab.special.pauli.PauliString method) trace() (sdplab.special.pauli.PauliString method) (sdplab.special.pauli.PauliSum method) V value() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) value_and_grad() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) vapply() (sdplab.examples.MaxCutOperator method) (sdplab.problem.ConstraintOp method) (sdplab.problem.DenseConstraintOp method) (sdplab.problem.MatrixFreeConstraintOp method) (sdplab.problem.SparseConstraintOp method) (sdplab.problem.WrappedConstraintOp method) (sdplab.special.qot.QOTConstraintOp method) vector_space (sdplab.problem.DenseHermitianCost property) (sdplab.problem.HermitianCost property) (sdplab.problem.SparseHermitianCost property) vgrad() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) vvalue() (sdplab.regularization.BoundDualFunctional method) (sdplab.regularization.RegularizedSDPDualFunctional method) W weight() (sdplab.special.pauli.PauliString method) with_space() (sdplab.regularization.EntropyReg method) (sdplab.regularization.QuadraticReg method) (sdplab.regularization.Regularizer method) WrappedConstraintOp (class in sdplab.problem)