Index

_

__add__() (cvxpy.expressions.expression.Expression method) __div__() (cvxpy.expressions.expression.Expression method) __eq__() (cvxpy.expressions.expression.Expression method) __ge__() (cvxpy.expressions.expression.Expression method) __init__() (cvxpy.reductions.reduction.Reduction method) __le__() (cvxpy.expressions.expression.Expression method) __lshift__() (cvxpy.expressions.expression.Expression method) __matmul__() (cvxpy.expressions.expression.Expression method) __mul__() (cvxpy.expressions.expression.Expression method) __pow__() (cvxpy.expressions.expression.Expression method)

__radd__() (cvxpy.expressions.expression.Expression method) __rdiv__() (cvxpy.expressions.expression.Expression method) __rlshift__() (cvxpy.expressions.expression.Expression method) __rmatmul__() (cvxpy.expressions.expression.Expression method) __rmul__() (cvxpy.expressions.expression.Expression method) __rrshift__() (cvxpy.expressions.expression.Expression method) __rshift__() (cvxpy.expressions.expression.Expression method) __rsub__() (cvxpy.expressions.expression.Expression method) __rtruediv__() (cvxpy.expressions.expression.Expression method) __sub__() (cvxpy.expressions.expression.Expression method) __truediv__() (cvxpy.expressions.expression.Expression method)

A

abs (class in cvxpy.atoms.elementwise.abs) accepts() (cvxpy.reductions.chain.Chain method) (cvxpy.reductions.complex2real.complex2real.Complex2Real method) (cvxpy.reductions.cvx_attr2constr.CvxAttr2Constr method) (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing method) (cvxpy.reductions.dcp2cone.dcp2cone.Dcp2Cone method), [1] (cvxpy.reductions.dgp2dcp.dgp2dcp.Dgp2Dcp method) (cvxpy.reductions.eval_params.EvalParams method) (cvxpy.reductions.flip_objective.FlipObjective method) (cvxpy.reductions.qp2quad_form.qp2symbolic_qp.Qp2SymbolicQp method), [1] (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.QpMatrixStuffing static method) (cvxpy.reductions.reduction.Reduction method) (in module cvxpy.reductions.qp2quad_form.qp2symbolic_qp) AddExpression (class in cvxpy.atoms.affine.add_expr) apply() (cvxpy.reductions.chain.Chain method) (cvxpy.reductions.complex2real.complex2real.Complex2Real method) (cvxpy.reductions.cvx_attr2constr.CvxAttr2Constr method) (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing method) (cvxpy.reductions.dcp2cone.dcp2cone.Dcp2Cone method), [1] (cvxpy.reductions.dgp2dcp.dgp2dcp.Dgp2Dcp method) (cvxpy.reductions.eval_params.EvalParams method) (cvxpy.reductions.flip_objective.FlipObjective method) (cvxpy.reductions.qp2quad_form.qp2symbolic_qp.Qp2SymbolicQp method), [1] (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.QpMatrixStuffing method) (cvxpy.reductions.reduction.Reduction method)

apply_param_jac() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ParamConeProg method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ParamQuadProg method) apply_parameters() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ParamConeProg method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ParamQuadProg method) approx_error (cvxpy.atoms.geo_mean.geo_mean attribute) Atom (class in cvxpy.atoms.atom) atoms() (cvxpy.problems.problem.Problem method) attr (cvxpy.reductions.solution.Solution attribute) axis (cvxpy.atoms.affine.cumsum.cumsum attribute) (cvxpy.constraints.second_order.SOC attribute)

B

backward() (cvxpy.problems.problem.Problem method) bmat() (in module cvxpy.atoms.affine.bmat)

built-in function Leaf() solve()

C

canonicalize_expr() (cvxpy.reductions.dgp2dcp.dgp2dcp.Dgp2Dcp method) Chain (class in cvxpy.reductions.chain) Complex2Real (class in cvxpy.reductions.complex2real.complex2real) ConeDims (class in cvxpy.reductions.dcp2cone.cone_matrix_stuffing) (class in cvxpy.reductions.qp2quad_form.qp_matrix_stuffing) ConeMatrixStuffing (class in cvxpy.reductions.dcp2cone.cone_matrix_stuffing) Constant (class in cvxpy.expressions.constants) constants() (cvxpy.problems.problem.Problem method) Constraint (class in cvxpy.constraints.constraint) constraints (cvxpy.problems.problem.Problem property) CONSTRAINTS (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing attribute) conv (class in cvxpy.atoms.affine.conv) cummax (class in cvxpy.atoms.cummax) cumsum (class in cvxpy.atoms.affine.cumsum)

curvature (cvxpy.expressions.expression.Expression property) CvxAttr2Constr (class in cvxpy.reductions.cvx_attr2constr) cvxpy.reductions.dcp2cone module cvxpy.reductions.dcp2cone.cone_matrix_stuffing module cvxpy.reductions.dcp2cone.dcp2cone module cvxpy.reductions.qp2quad_form module cvxpy.reductions.qp2quad_form.qp2symbolic_qp module cvxpy.reductions.qp2quad_form.qp_matrix_stuffing module

D

Dcp2Cone (class in cvxpy.reductions.dcp2cone.dcp2cone), [1] derivative() (cvxpy.problems.problem.Problem method) Dgp2Dcp (class in cvxpy.reductions.dgp2dcp.dgp2dcp) diag() (in module cvxpy.atoms.affine.diag) diff() (in module cvxpy.atoms.affine.diff)

DivExpression (class in cvxpy.atoms.affine.binary_operators) domain (cvxpy.atoms.atom.Atom property) (cvxpy.expressions.expression.Expression property) dual_value (cvxpy.constraints.nonpos.NonPos property) dual_vars (cvxpy.reductions.solution.Solution attribute)

E

entr (class in cvxpy.atoms.elementwise.entr) EQ_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) EvalParams (class in cvxpy.reductions.eval_params) exp (class in cvxpy.atoms.elementwise.exp) (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ConeDims attribute)

EXP_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) ExpCone (class in cvxpy.constraints.exponential) expr (cvxpy.atoms.affine.cumsum.cumsum attribute) Expression (class in cvxpy.expressions.expression) extra_stats (cvxpy.problems.problem.SolverStats attribute) eye_minus_inv (class in cvxpy.atoms.eye_minus_inv)

F

FlipObjective (class in cvxpy.reductions.flip_objective)

G

geo_mean (class in cvxpy.atoms.geo_mean) get_problem_data() (cvxpy.problems.problem.Problem method)

gmatmul (class in cvxpy.atoms.gmatmul) grad (cvxpy.atoms.atom.Atom property) (cvxpy.expressions.expression.Expression property)

H

harmonic_mean() (in module cvxpy.atoms.harmonic_mean)

hstack() (in module cvxpy.atoms.affine.hstack) huber (class in cvxpy.atoms.elementwise.huber)

I

index (class in cvxpy.atoms.affine.index) indicator (class in cvxpy.transforms) inv_pos() (in module cvxpy.atoms.elementwise.inv_pos) inv_prod() (in module cvxpy.atoms.inv_prod) invert() (cvxpy.reductions.chain.Chain method) (cvxpy.reductions.complex2real.complex2real.Complex2Real method) (cvxpy.reductions.cvx_attr2constr.CvxAttr2Constr method) (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing method) (cvxpy.reductions.dgp2dcp.dgp2dcp.Dgp2Dcp method) (cvxpy.reductions.eval_params.EvalParams method) (cvxpy.reductions.flip_objective.FlipObjective method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.QpMatrixStuffing method) (cvxpy.reductions.reduction.Reduction method) is_affine() (cvxpy.expressions.expression.Expression method) is_atom_affine() (cvxpy.atoms.atom.Atom method) is_atom_concave() (cvxpy.atoms.atom.Atom method) is_atom_convex() (cvxpy.atoms.atom.Atom method) is_atom_log_log_affine() (cvxpy.atoms.atom.Atom method) is_atom_log_log_concave() (cvxpy.atoms.atom.Atom method) is_atom_log_log_convex() (cvxpy.atoms.atom.Atom method) is_concave() (cvxpy.expressions.expression.Expression method) is_constant() (cvxpy.expressions.expression.Expression method) is_convex() (cvxpy.expressions.expression.Expression method) is_dcp() (cvxpy.constraints.constraint.Constraint method) (cvxpy.constraints.exponential.ExpCone method) (cvxpy.constraints.nonpos.NonPos method) (cvxpy.constraints.power.PowCone3D method) (cvxpy.constraints.power.PowConeND method) (cvxpy.constraints.psd.PSD method) (cvxpy.constraints.second_order.SOC method) (cvxpy.constraints.zero.Zero method) (cvxpy.expressions.expression.Expression method) (cvxpy.problems.objective.Maximize method) (cvxpy.problems.objective.Minimize method) (cvxpy.problems.problem.Problem method)

is_decr() (cvxpy.atoms.atom.Atom method) is_dgp() (cvxpy.expressions.expression.Expression method) (cvxpy.problems.objective.Maximize method) (cvxpy.problems.objective.Minimize method) (cvxpy.problems.problem.Problem method) is_dpp() (cvxpy.expressions.expression.Expression method) (cvxpy.problems.problem.Problem method) is_dqcp() (cvxpy.expressions.expression.Expression method) (cvxpy.problems.problem.Problem method) is_incr() (cvxpy.atoms.atom.Atom method) is_log_log_affine() (cvxpy.expressions.expression.Expression method) is_log_log_concave() (cvxpy.expressions.expression.Expression method) is_log_log_convex() (cvxpy.expressions.expression.Expression method) is_mixed_integer() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ParamConeProg method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ParamQuadProg method) is_nonneg() (cvxpy.expressions.expression.Expression method) is_nonpos() (cvxpy.expressions.expression.Expression method) is_qp() (cvxpy.problems.problem.Problem method) is_zero() (cvxpy.expressions.expression.Expression method)

K

kl_div (class in cvxpy.atoms.elementwise.kl_div)

kron (class in cvxpy.atoms.affine.kron)

L

lambda_max (class in cvxpy.atoms.lambda_max) lambda_min() (in module cvxpy.atoms.lambda_min) lambda_sum_largest() (in module cvxpy.atoms.lambda_sum_largest) lambda_sum_smallest() (in module cvxpy.atoms.lambda_sum_smallest) Leaf (class in cvxpy.expressions.leaf) Leaf() built-in function

LEQ_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) linearize() (cvxpy.transforms method) log (class in cvxpy.atoms.elementwise.log) log1p (class in cvxpy.atoms.elementwise.log1p) log_det (class in cvxpy.atoms.log_det) log_sum_exp (class in cvxpy.atoms.log_sum_exp) log_sum_exp() (cvxpy.transforms.scalarize method) logistic (class in cvxpy.atoms.elementwise.logistic)

M

matmul() (in module cvxpy.atoms.affine.binary_operators) matrix_frac() (in module cvxpy.atoms.matrix_frac) max (class in cvxpy.atoms.max) max() (cvxpy.transforms.scalarize method) max_big_small_squared (cvxpy.problems.problem.SizeMetrics attribute) max_data_dimension (cvxpy.problems.problem.SizeMetrics attribute) Maximize (class in cvxpy.problems.objective) maximum (class in cvxpy.atoms.elementwise.maximum) min() (in module cvxpy.atoms.min) Minimize (class in cvxpy.problems.objective)

minimum() (in module cvxpy.atoms.elementwise.minimum) mixed_norm() (in module cvxpy.atoms.mixed_norm) module cvxpy.reductions.dcp2cone cvxpy.reductions.dcp2cone.cone_matrix_stuffing cvxpy.reductions.dcp2cone.dcp2cone cvxpy.reductions.qp2quad_form cvxpy.reductions.qp2quad_form.qp2symbolic_qp cvxpy.reductions.qp2quad_form.qp_matrix_stuffing MulExpression (class in cvxpy.atoms.affine.binary_operators) multiply (class in cvxpy.atoms.affine.binary_operators)

N

name() (cvxpy.expressions.expression.Expression method) (cvxpy.expressions.variable.Variable method) ndim (cvxpy.expressions.constants.Constant property) (cvxpy.expressions.constants.parameter.Parameter property) (cvxpy.expressions.expression.Expression property) (cvxpy.expressions.leaf.Leaf property) (cvxpy.expressions.variable.Variable property) neg() (in module cvxpy.atoms.elementwise.neg) NegExpression (class in cvxpy.atoms.affine.unary_operators) nonneg (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute)

NonPos (class in cvxpy.constraints.nonpos) nonpos (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ConeDims attribute) norm() (in module cvxpy.atoms.norm) norm1 (class in cvxpy.atoms.norm1) norm_inf (class in cvxpy.atoms) normNuc (class in cvxpy.atoms.norm_nuc) num_iters (cvxpy.problems.problem.SolverStats attribute) num_scalar_data (cvxpy.problems.problem.SizeMetrics attribute) num_scalar_eq_constr (cvxpy.problems.problem.SizeMetrics attribute) num_scalar_leq_constr (cvxpy.problems.problem.SizeMetrics attribute) num_scalar_variables (cvxpy.problems.problem.SizeMetrics attribute)

O

objective (cvxpy.problems.problem.Problem property)

one_minus_pos (class in cvxpy.atoms) opt_val (cvxpy.reductions.solution.Solution attribute)

P

P3D_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) ParamConeProg (class in cvxpy.reductions.dcp2cone.cone_matrix_stuffing) Parameter (class in cvxpy.expressions.constants.parameter) parameters() (cvxpy.problems.problem.Problem method) ParamQuadProg (class in cvxpy.reductions.qp2quad_form.qp_matrix_stuffing) partial_optimize() (cvxpy.transforms method) pf_eigenvalue (class in cvxpy.atoms.pf_eigenvalue) Pnorm (class in cvxpy.atoms.pnorm) pnorm() (in module cvxpy.atoms.pnorm) pos() (in module cvxpy.atoms.elementwise.pos) PowCone3D (class in cvxpy.constraints.power) PowConeND (class in cvxpy.constraints.power) power (class in cvxpy.atoms.elementwise.power) prepend() (cvxpy.reductions.solvers.solving_chain.SolvingChain method)

primal_vars (cvxpy.reductions.solution.Solution attribute) Problem (class in cvxpy.problems.problem) prod() (in module cvxpy.atoms.prod) project() (cvxpy.expressions.constants.parameter.Parameter method) (cvxpy.expressions.leaf.Leaf method) (cvxpy.expressions.variable.Variable method) project_and_assign() (cvxpy.expressions.constants.parameter.Parameter method) (cvxpy.expressions.leaf.Leaf method) (cvxpy.expressions.variable.Variable method) promote() (in module cvxpy.atoms.affine.promote) PSD (class in cvxpy.constraints.psd) psd (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ConeDims attribute) PSD_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute)

Q

Qp2SymbolicQp (class in cvxpy.reductions.qp2quad_form.qp2symbolic_qp), [1] QpMatrixStuffing (class in cvxpy.reductions.qp2quad_form.qp_matrix_stuffing)

quad_form() (in module cvxpy.atoms.quad_form) quad_over_lin (class in cvxpy.atoms.quad_over_lin)

R

reduce() (cvxpy.reductions.reduction.Reduction method) Reduction (class in cvxpy.reductions.reduction) reductions (cvxpy.reductions.chain.Chain attribute) (cvxpy.reductions.solvers.solving_chain.SolvingChain attribute)

register_solve() (cvxpy.problems.problem.Problem class method) rel_entr (class in cvxpy.atoms.elementwise.rel_entr) reshape (class in cvxpy.atoms.affine.reshape) resolvent() (in module cvxpy.atoms.eye_minus_inv) retrieve() (cvxpy.reductions.reduction.Reduction method)

S

scalene() (in module cvxpy.atoms.elementwise.scalene) setup_time (cvxpy.problems.problem.SolverStats attribute) shape (cvxpy.constraints.nonpos.NonPos property) (cvxpy.expressions.constants.Constant property) (cvxpy.expressions.constants.parameter.Parameter property) (cvxpy.expressions.expression.Expression property) (cvxpy.expressions.leaf.Leaf property) (cvxpy.expressions.variable.Variable property) sigma_max (class in cvxpy.atoms.sigma_max) sign (cvxpy.expressions.expression.Expression property) size (cvxpy.constraints.nonpos.NonPos property) (cvxpy.expressions.constants.Constant property) (cvxpy.expressions.constants.parameter.Parameter property) (cvxpy.expressions.expression.Expression property) (cvxpy.expressions.leaf.Leaf property) (cvxpy.expressions.variable.Variable property) size_metrics (cvxpy.problems.problem.Problem property) SizeMetrics (class in cvxpy.problems.problem) SOC (class in cvxpy.constraints.second_order) soc (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ConeDims attribute) SOC_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) Solution (class in cvxpy.reductions.solution) solve() built-in function

solve() (cvxpy.problems.problem.Problem method) (cvxpy.reductions.solvers.solving_chain.SolvingChain method) solve_time (cvxpy.problems.problem.SolverStats attribute) solve_via_data() (cvxpy.reductions.solvers.solving_chain.SolvingChain method) solver (cvxpy.reductions.solvers.solving_chain.SolvingChain attribute) solver_name (cvxpy.problems.problem.SolverStats attribute) solver_stats (cvxpy.problems.problem.Problem property) SolverStats (class in cvxpy.problems.problem) SolvingChain (class in cvxpy.reductions.solvers.solving_chain) split_adjoint() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ParamConeProg method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ParamQuadProg method) split_solution() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ParamConeProg method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ParamQuadProg method) sqrt() (in module cvxpy.atoms.elementwise.sqrt) square() (in module cvxpy.atoms.elementwise.square) status (cvxpy.problems.problem.Problem property) (cvxpy.reductions.solution.Solution attribute) stuffed_objective() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.QpMatrixStuffing method) sum() (in module cvxpy.atoms.affine.sum) sum_largest (class in cvxpy.atoms.sum_largest) sum_smallest() (in module cvxpy.atoms.sum_smallest) sum_squares() (in module cvxpy.atoms.sum_squares)

T

t (cvxpy.constraints.second_order.SOC attribute) T (cvxpy.expressions.constants.Constant property) (cvxpy.expressions.constants.parameter.Parameter property) (cvxpy.expressions.expression.Expression property) (cvxpy.expressions.leaf.Leaf property) (cvxpy.expressions.variable.Variable property)

targets_and_priorities() (cvxpy.transforms.scalarize method) trace (class in cvxpy.atoms.affine.trace) transpose (class in cvxpy.atoms.affine.transpose) tv() (in module cvxpy.atoms.total_variation)

U

unpack_results() (cvxpy.problems.problem.Problem method)

upper_tri (class in cvxpy.atoms.affine.upper_tri)

V

value (cvxpy.expressions.constants.Constant property) (cvxpy.expressions.constants.parameter.Parameter property) (cvxpy.expressions.expression.Expression property) (cvxpy.expressions.leaf.Leaf property) (cvxpy.expressions.variable.Variable property) (cvxpy.problems.problem.Problem property) value() (cvxpy.constraints.constraint.Constraint method) (cvxpy.constraints.exponential.ExpCone method) (cvxpy.constraints.nonpos.NonPos method) (cvxpy.constraints.power.PowCone3D method) (cvxpy.constraints.power.PowConeND method) (cvxpy.constraints.psd.PSD method) (cvxpy.constraints.second_order.SOC method) (cvxpy.constraints.zero.Zero method)

Variable (class in cvxpy.expressions.variable) variables() (cvxpy.problems.problem.Problem method) vec() (in module cvxpy.atoms.affine.vec) violation() (cvxpy.constraints.constraint.Constraint method) (cvxpy.constraints.exponential.ExpCone method) (cvxpy.constraints.nonpos.NonPos method) (cvxpy.constraints.power.PowCone3D method) (cvxpy.constraints.power.PowConeND method) (cvxpy.constraints.psd.PSD method) (cvxpy.constraints.second_order.SOC method) (cvxpy.constraints.zero.Zero method) vstack() (in module cvxpy.atoms.affine.vstack)

W

w (cvxpy.atoms.geo_mean.geo_mean attribute)

weighted_sum() (cvxpy.transforms.scalarize method)

X

X (cvxpy.constraints.second_order.SOC attribute)

Z

Zero (class in cvxpy.constraints.zero)

zero (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.ConeDims attribute)