Index

A

accumulate() (pyzag.nonlinear.RecursiveNonlinearEquationSolver method) adjoint_system() (pyzag.operators.base.BlockJacobian method) (pyzag.operators.dense.DenseBlockJacobian method)

as_adjoint_walk() (pyzag.operators.base.BlockJacobian method) (pyzag.operators.dense.DenseBlockJacobian method)

B

b (pyzag.operators.dense.DensePCRState attribute) BackwardEulerODE (class in pyzag.ode) batch_lu_solve() (in module pyzag.operators.dense) batch_size (pyzag.chunktime.BidiagonalOperator property) (pyzag.operators.base.BlockJacobian property) (pyzag.operators.base.BlockOperator property) (pyzag.operators.base.BlockVector property) (pyzag.operators.dense.DenseBlockJacobian property) (pyzag.operators.dense.DenseBlockOperator property) (pyzag.operators.dense.DenseBlockVector property) BidiagonalForwardOperator (class in pyzag.chunktime) BidiagonalHybridFactorization() (in module pyzag.chunktime) BidiagonalHybridFactorizationImpl (class in pyzag.chunktime)

BidiagonalInverseOperator (class in pyzag.chunktime) BidiagonalOperator (class in pyzag.chunktime) BidiagonalPCRFactorization (class in pyzag.chunktime) BidiagonalThomasFactorization (class in pyzag.chunktime) block_size (pyzag.operators.base.BlockJacobian property) (pyzag.operators.base.BlockVector property) (pyzag.operators.dense.DenseBlockJacobian property) (pyzag.operators.dense.DenseBlockVector property) block_update() (pyzag.nonlinear.RecursiveNonlinearEquationSolver method) block_update_adjoint() (pyzag.nonlinear.RecursiveNonlinearEquationSolver method) BlockJacobian (class in pyzag.operators.base) BlockOperator (class in pyzag.operators.base) BlockVector (class in pyzag.operators.base)

C

cat() (pyzag.operators.base.BlockVector class method) (pyzag.operators.dense.DenseBlockVector class method) ChunkNewtonRaphson (class in pyzag.chunktime) ChunkNewtonRaphsonLineSearch (class in pyzag.chunktime) ChunkOp (class in pyzag.nonlinear)

clone() (pyzag.operators.base.BlockOperator method) (pyzag.operators.base.BlockVector method) (pyzag.operators.dense.DenseBlockOperator method) (pyzag.operators.dense.DenseBlockVector method) couple_prev_chunk() (pyzag.operators.base.BlockJacobian method) (pyzag.operators.dense.DenseBlockJacobian method)

D

DenseBlockJacobian (class in pyzag.operators.dense) DenseBlockOperator (class in pyzag.operators.dense) DenseBlockVector (class in pyzag.operators.dense) DenseODEWrapper (class in pyzag.ode) DensePCRState (class in pyzag.operators.dense) device (pyzag.chunktime.BidiagonalOperator property) (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix property) (pyzag.operators.base.BlockJacobian property) (pyzag.operators.base.BlockOperator property) (pyzag.operators.base.BlockVector property) (pyzag.operators.dense.DenseBlockJacobian property) (pyzag.operators.dense.DenseBlockOperator property) (pyzag.operators.dense.DenseBlockVector property)

dtype (pyzag.chunktime.BidiagonalOperator property) (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix property) (pyzag.operators.base.BlockJacobian property) (pyzag.operators.base.BlockOperator property) (pyzag.operators.base.BlockVector property) (pyzag.operators.dense.DenseBlockJacobian property) (pyzag.operators.dense.DenseBlockOperator property) (pyzag.operators.dense.DenseBlockVector property)

E

empty() (pyzag.operators.dense.DenseBlockVector class method) evaluate_raw() (pyzag.nonlinear.NonlinearFunctionOperatorFactory method) (pyzag.ode.BackwardEulerODE method) (pyzag.ode.ForwardEulerODE method)

ExtrapolatingPredictor (class in pyzag.nonlinear)

F

factored() (pyzag.operators.dense.DenseBlockOperator class method) flat_norm() (pyzag.operators.base.BlockVector method) (pyzag.operators.dense.DenseBlockVector method) flip() (pyzag.operators.base.BlockVector method) (pyzag.operators.dense.DenseBlockVector method) forward() (pyzag.chunktime.BidiagonalForwardOperator method) (pyzag.chunktime.BidiagonalInverseOperator method) (pyzag.nonlinear.RecursiveNonlinearEquationSolver method) (pyzag.reparametrization.RangeRescale method) (pyzag.stochastic.HierarchicalStatisticalModel method)

forward_std_dev() (pyzag.reparametrization.RangeRescale method) forward_system() (pyzag.operators.base.BlockJacobian method) (pyzag.operators.dense.DenseBlockJacobian method) ForwardEulerODE (class in pyzag.ode) from_diagonal() (pyzag.operators.dense.DenseBlockOperator class method) from_stacked() (pyzag.operators.dense.DenseBlockJacobian class method) FullTrajectoryPredictor (class in pyzag.nonlinear)

H

HierarchicalStatisticalModel (class in pyzag.stochastic)

I

identity() (pyzag.operators.dense.DenseBlockOperator class method) InitialOffsetStepGenerator (class in pyzag.nonlinear)

IntegrateODE (class in pyzag.ode) inverse() (pyzag.chunktime.BidiagonalForwardOperator method)

L

LastStepPredictor (class in pyzag.nonlinear) lookback (pyzag.nonlinear.NonlinearFunctionOperatorFactory property) (pyzag.ode.IntegrateODE property)

lu (pyzag.operators.dense.DensePCRState attribute)

M

make_operator() (pyzag.nonlinear.NonlinearFunctionOperatorFactory method) (pyzag.ode.BackwardEulerODE method) (pyzag.ode.ForwardEulerODE method) MapNormal (class in pyzag.stochastic) matvec() (pyzag.chunktime.BidiagonalForwardOperator method) (pyzag.chunktime.BidiagonalHybridFactorizationImpl method) (pyzag.chunktime.BidiagonalPCRFactorization method) (pyzag.chunktime.BidiagonalThomasFactorization method) (pyzag.operators.base.BlockOperator method) (pyzag.operators.dense.DenseBlockOperator method)

module pyzag.chunktime pyzag.nonlinear pyzag.ode pyzag.operators.base pyzag.operators.dense pyzag.reparametrization pyzag.stochastic

N

n (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix property) nblk (pyzag.operators.base.BlockOperator property) (pyzag.operators.base.BlockVector property) (pyzag.operators.dense.DenseBlockOperator property) (pyzag.operators.dense.DenseBlockVector property) nblk_steps (pyzag.operators.base.BlockJacobian property) (pyzag.operators.dense.DenseBlockJacobian property)

neg() (pyzag.operators.base.BlockVector method) nnz (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix property) NonlinearFunctionOperator (class in pyzag.nonlinear) NonlinearFunctionOperatorFactory (class in pyzag.nonlinear) norm() (pyzag.operators.base.BlockVector method) (pyzag.operators.dense.DenseBlockVector method) not_converged() (pyzag.chunktime.ChunkNewtonRaphson method)

O

ODEWrapper (class in pyzag.ode)

P

pad_front() (pyzag.operators.base.BlockOperator method) (pyzag.operators.dense.DenseBlockOperator method) pcr_finalize() (pyzag.operators.base.SolvableBlockOperator method) (pyzag.operators.dense.DenseBlockOperator method) pcr_init() (pyzag.operators.base.SolvableBlockOperator method) (pyzag.operators.dense.DenseBlockOperator method) pcr_reduce_level() (pyzag.operators.base.SolvableBlockOperator method) (pyzag.operators.dense.DenseBlockOperator method) PCRState (class in pyzag.operators.base) pivots (pyzag.operators.dense.DensePCRState attribute) predict() (pyzag.nonlinear.ExtrapolatingPredictor method) (pyzag.nonlinear.FullTrajectoryPredictor method) (pyzag.nonlinear.LastStepPredictor method) (pyzag.nonlinear.PreviousStepsPredictor method) (pyzag.nonlinear.StepExtrapolatingPredictor method) (pyzag.nonlinear.ZeroPredictor method)

PreviousStepsPredictor (class in pyzag.nonlinear) pyzag.chunktime module pyzag.nonlinear module pyzag.ode module pyzag.operators.base module pyzag.operators.dense module pyzag.reparametrization module pyzag.stochastic module

R

RangeRescale (class in pyzag.reparametrization) RecursiveNonlinearEquationSolver (class in pyzag.nonlinear) Reparameterizer (class in pyzag.reparametrization)

reverse() (pyzag.nonlinear.StepGenerator method) (pyzag.reparametrization.RangeRescale method) reverse_std_dev() (pyzag.reparametrization.RangeRescale method) rewind() (pyzag.nonlinear.RecursiveNonlinearEquationSolver method)

S

scale_batches() (pyzag.operators.base.BlockVector method) (pyzag.operators.dense.DenseBlockVector method) setup() (pyzag.chunktime.ChunkNewtonRaphson method) shape (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix property) SolvableBlockOperator (class in pyzag.operators.base) solve() (in module pyzag.nonlinear) (pyzag.chunktime.ChunkNewtonRaphson method) (pyzag.nonlinear.RecursiveNonlinearEquationSolver method) (pyzag.operators.base.SolvableBlockOperator method) (pyzag.operators.dense.DenseBlockOperator method)

solve_adjoint() (in module pyzag.nonlinear) solve_terminal_adjoint() (pyzag.operators.base.BlockJacobian method) (pyzag.operators.dense.DenseBlockJacobian method) SquareBatchedBlockDiagonalMatrix (class in pyzag.chunktime) step() (pyzag.chunktime.ChunkNewtonRaphson method) (pyzag.chunktime.ChunkNewtonRaphsonLineSearch method) StepExtrapolatingPredictor (class in pyzag.nonlinear) StepGenerator (class in pyzag.nonlinear)

T

t_matvec() (pyzag.operators.base.BlockOperator method) (pyzag.operators.dense.DenseBlockOperator method) thomas_solve() (in module pyzag.chunktime) to_batched_coo() (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix method)

to_dense() (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix method) to_unrolled_csr() (pyzag.chunktime.SquareBatchedBlockDiagonalMatrix method) training (pyzag.stochastic.HierarchicalStatisticalModel attribute) trim_front() (pyzag.operators.base.BlockOperator method) (pyzag.operators.dense.DenseBlockOperator method)

U

unwrap_vector() (pyzag.ode.DenseODEWrapper method) (pyzag.ode.ODEWrapper method)

V

v (pyzag.operators.dense.DensePCRState attribute)

vecmat() (pyzag.chunktime.BidiagonalForwardOperator method)

W

where() (pyzag.operators.base.BlockVector method) (pyzag.operators.dense.DenseBlockVector method) wrap_jacobian() (pyzag.ode.DenseODEWrapper method) (pyzag.ode.ODEWrapper method)

wrap_vector() (pyzag.ode.DenseODEWrapper method) (pyzag.ode.ODEWrapper method) wrapper (pyzag.nonlinear.NonlinearFunctionOperatorFactory property) (pyzag.ode.IntegrateODE property)

Z

ZeroPredictor (class in pyzag.nonlinear) zeros() (pyzag.operators.dense.DenseBlockVector class method)

zeros_like() (pyzag.operators.base.BlockVector class method) (pyzag.operators.dense.DenseBlockVector class method)