Index

_

__add__() (cvxpy.expressions.expression.Expression method) __call__() (cvxpy.transforms.suppfunc.SuppFunc 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) 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.cone2cone.affine2direct.Slacks static 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.Problem method) attr (cvxpy.reductions.solution.Solution attribute) axis (cvxpy.constraints.second_order.SOC attribute) (cvxpy.cumsum attribute)

B

backward() (cvxpy.Problem method) bmat() (in module cvxpy)

built-in function Leaf() solve()

C

CallbackParam (class in cvxpy.expressions.constants.callback_param) canonicalize_expr() (cvxpy.reductions.dcp2cone.dcp2cone.Dcp2Cone method), [1] (cvxpy.reductions.dgp2dcp.dgp2dcp.Dgp2Dcp method) canonicalize_tree() (cvxpy.reductions.dcp2cone.dcp2cone.Dcp2Cone method), [1] Chain (class in cvxpy.reductions.chain) compilation_time (cvxpy.Problem property) 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) conj (class in cvxpy) Constant (class in cvxpy.expressions.constants) constants() (cvxpy.Problem method) Constraint (class in cvxpy.constraints.constraint) constraints (cvxpy.Problem property) CONSTRAINTS (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing attribute)

convolve (class in cvxpy) cummax (class in cvxpy.atoms.cummax) cumsum (class in cvxpy) 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.Problem method) Dgp2Dcp (class in cvxpy.reductions.dgp2dcp.dgp2dcp) diag() (in module cvxpy) diff() (in module cvxpy) diff_pos() (in module cvxpy.atoms.one_minus_pos)

DivExpression (class in cvxpy.atoms.affine.binary_operators) domain (cvxpy.atoms.atom.Atom property) (cvxpy.expressions.expression.Expression property) dotsort (class in cvxpy.atoms.dotsort) dual_value (cvxpy.constraints.nonpos.NonPos property) dual_vars (cvxpy.reductions.solution.Solution attribute) Dualize (class in cvxpy.reductions.cone2cone.affine2direct)

E

entr (class in cvxpy) EQ_DIM (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeDims attribute) EvalParams (class in cvxpy.reductions.eval_params) exp (class in cvxpy) (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.cumsum attribute) Expression (class in cvxpy.expressions.expression) extra_stats (cvxpy.problems.problem.SolverStats attribute), [1] eye_minus_inv (class in cvxpy.atoms.eye_minus_inv)

F

FiniteSet (class in cvxpy.constraints.finite_set)

FlipObjective (class in cvxpy.reductions.flip_objective) from_dict() (cvxpy.problems.problem.SolverStats class method)

G

geo_mean (class in cvxpy.atoms.geo_mean) get_problem_data() (cvxpy.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) huber (class in cvxpy)

I

imag (class in cvxpy) index (class in cvxpy.atoms.affine.index) indicator (class in cvxpy.transforms) ineq_form (cvxpy.constraints.finite_set.FiniteSet property) inv_pos() (in module cvxpy) inv_prod() (in module cvxpy.atoms.inv_prod) invert() (cvxpy.reductions.chain.Chain method) (cvxpy.reductions.complex2real.complex2real.Complex2Real method) (cvxpy.reductions.cone2cone.affine2direct.Dualize static 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.exponential.OpRelEntrConeQuad method) (cvxpy.constraints.exponential.RelEntrConeQuad method) (cvxpy.constraints.finite_set.FiniteSet 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.Maximize method) (cvxpy.Minimize method) (cvxpy.Problem method)

is_decr() (cvxpy.atoms.atom.Atom method) is_dgp() (cvxpy.expressions.expression.Expression method) (cvxpy.Maximize method) (cvxpy.Minimize method) (cvxpy.Problem method) is_dpp() (cvxpy.expressions.expression.Expression method) (cvxpy.Problem method) is_dqcp() (cvxpy.expressions.expression.Expression method) (cvxpy.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.Problem method) is_zero() (cvxpy.expressions.expression.Expression method)

K

kl_div (class in cvxpy)

kron (class in cvxpy)

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) log1p (class in cvxpy) log_det (class in cvxpy.atoms.log_det) log_normcdf (class in cvxpy) log_sum_exp (class in cvxpy.atoms.log_sum_exp) log_sum_exp() (cvxpy.transforms.scalarize method) loggamma (class in cvxpy) logistic (class in cvxpy)

M

matmul() (in module cvxpy) 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) maximum (class in cvxpy) mean() (in module cvxpy.atoms.stats) min() (in module cvxpy.atoms.min) Minimize (class in cvxpy)

minimum() (in module cvxpy) 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)

N

name() (cvxpy.expressions.expression.Expression method) (cvxpy.expressions.variable.Variable method) ndim (cvxpy.expressions.constants.callback_param.CallbackParam 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) neg() (in module cvxpy) 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) norm2() (in module cvxpy.atoms.norm) norm_inf (class in cvxpy.atoms) normNuc (class in cvxpy.atoms.norm_nuc) num_iters (cvxpy.problems.problem.SolverStats attribute), [1] 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.Problem property) one_minus_pos (class in cvxpy.atoms)

OpRelEntrConeQuad (class in cvxpy.constraints.exponential) opt_val (cvxpy.reductions.solution.Solution attribute) outer() (in module cvxpy)

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.Problem method) ParamQuadProg (class in cvxpy.reductions.qp2quad_form.qp_matrix_stuffing) partial_optimize() (cvxpy.transforms.partial_optimize method) partial_trace() (in module cvxpy) partial_transpose() (in module cvxpy) perspective (class in cvxpy.atoms.perspective) pf_eigenvalue (class in cvxpy.atoms.pf_eigenvalue) Pnorm (class in cvxpy.atoms.pnorm) pnorm() (in module cvxpy.atoms.pnorm) pos() (in module cvxpy) PowCone3D (class in cvxpy.constraints.power) PowConeND (class in cvxpy.constraints.power) power (class in cvxpy) prepend() (cvxpy.reductions.solvers.solving_chain.SolvingChain method)

primal_vars (cvxpy.reductions.solution.Solution attribute) Problem (class in cvxpy) prod() (in module cvxpy.atoms.prod) project() (cvxpy.expressions.constants.callback_param.CallbackParam method) (cvxpy.expressions.constants.parameter.Parameter method) (cvxpy.expressions.leaf.Leaf method) (cvxpy.expressions.variable.Variable method) project_and_assign() (cvxpy.expressions.constants.callback_param.CallbackParam method) (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) psd_wrap (class in cvxpy.atoms.affine.wraps) ptp() (in module cvxpy.atoms.ptp)

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

real() (in module cvxpy) 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.Problem class method) rel_entr (class in cvxpy) RelEntrConeQuad (class in cvxpy.constraints.exponential) reshape (class in cvxpy) resolvent() (in module cvxpy.atoms.eye_minus_inv) retrieve() (cvxpy.reductions.reduction.Reduction method)

S

scalar_product() (in module cvxpy) scalene() (in module cvxpy) setup_time (cvxpy.problems.problem.SolverStats attribute), [1] shape (cvxpy.constraints.finite_set.FiniteSet property) (cvxpy.constraints.nonpos.NonPos property) (cvxpy.expressions.constants.callback_param.CallbackParam 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.finite_set.FiniteSet property) (cvxpy.constraints.nonpos.NonPos property) (cvxpy.expressions.constants.callback_param.CallbackParam 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.Problem property) SizeMetrics (class in cvxpy.problems.problem) Slacks (class in cvxpy.reductions.cone2cone.affine2direct) 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.Problem method) (cvxpy.reductions.solvers.solving_chain.SolvingChain method) solve_time (cvxpy.problems.problem.SolverStats attribute), [1] 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), [1] solver_stats (cvxpy.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) square() (in module cvxpy) status (cvxpy.Problem property) (cvxpy.reductions.solution.Solution attribute) std() (in module cvxpy.atoms.stats) stuffed_objective() (cvxpy.reductions.dcp2cone.cone_matrix_stuffing.ConeMatrixStuffing method) (cvxpy.reductions.qp2quad_form.qp_matrix_stuffing.QpMatrixStuffing method) sum() (in module cvxpy) sum_largest (class in cvxpy.atoms.sum_largest) sum_smallest() (in module cvxpy.atoms.sum_smallest) sum_squares() (in module cvxpy.atoms.sum_squares) SuppFunc (class in cvxpy.transforms.suppfunc) SuppFuncAtom (class in cvxpy.atoms.suppfunc)

T

t (cvxpy.constraints.second_order.SOC attribute) T (cvxpy.expressions.constants.callback_param.CallbackParam 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)

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

U

unpack_results() (cvxpy.Problem method)

upper_tri (class in cvxpy)

V

value (cvxpy.expressions.constants.callback_param.CallbackParam 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) (cvxpy.Problem property) value() (cvxpy.constraints.constraint.Constraint method) (cvxpy.constraints.exponential.ExpCone method) (cvxpy.constraints.exponential.OpRelEntrConeQuad method) (cvxpy.constraints.exponential.RelEntrConeQuad 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)

var() (in module cvxpy.atoms.stats) Variable (class in cvxpy.expressions.variable) variables() (cvxpy.Problem method) vec() (in module cvxpy) vec_to_upper_tri() (in module cvxpy.atoms.affine.upper_tri) violation() (cvxpy.constraints.constraint.Constraint method) (cvxpy.constraints.exponential.ExpCone method) (cvxpy.constraints.finite_set.FiniteSet 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) von_neumann_entr (class in cvxpy) vstack() (in module cvxpy)

W

w (cvxpy.atoms.geo_mean.geo_mean attribute)

weighted_sum() (cvxpy.transforms.scalarize method)

X

X (cvxpy.constraints.second_order.SOC attribute)

xexp (class in cvxpy)

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)