pykoopman
reorg
Tutorials
Learning how to create observables
Learning how to compute time derivatives
Dynamic mode decomposition on two mixed spatial signals
Dynamic mode decomposition with control on a 2D linear system
Dynamic mode decomposition with control (DMDc) for a 128D system
Dynamic mode decomposition with control on a high-dimensional linear system
Successful examples of using Dynamic mode decomposition on PDE system
Unsuccessful examples of using Dynamic mode decomposition on PDE system
Extended DMD for Van Der Pol System
Learning Koopman eigenfunctions on Slow manifold
Comparing DMD and KDMD for Slow manifold dynamics
Extended DMD with control for chaotic duffing oscillator
Extended DMD with control for Van der Pol oscillator
Hankel Alternative View of Koopman Operator for Lorenz System
Hankel DMD with control for Van der Pol Oscillator
Neural Network DMD on Slow Manifold
EDMD and NNDMD for a simple linear system
Sparisfying a minimal Koopman invariant subspace from EDMD for a simple linear system
User Guide
API Documentation
Useful links
PyKoopman @ PyPI
Issue Tracker
pykoopman
Docs
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
A
A (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
(pykoopman.regression.NNDMD property)
A() (pykoopman.analytics.PrunedKoopman method)
advance() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
advance_discrete_time() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
advance_linear_system() (in module pykoopman.common)
(in module pykoopman.common.examples)
B
B (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
(pykoopman.regression.NNDMD property)
B() (pykoopman.analytics.PrunedKoopman method)
B_effective (pykoopman.common.examples.torus_dynamics property)
(pykoopman.common.torus_dynamics property)
BaseAnalyzer (class in pykoopman.analytics)
C
C (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
(pykoopman.regression.NNDMD property)
C() (pykoopman.analytics.PrunedKoopman method)
check_array() (in module pykoopman.common)
(in module pykoopman.common.validation)
coef_ (pykoopman.regression.DMDc property)
(pykoopman.regression.EDMD property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
(pykoopman.regression.KDMD property)
(pykoopman.regression.NNDMD property)
(pykoopman.regression.PyDMDRegressor property)
collect_data() (pykoopman.common.examples.Linear2Ddynamics method)
(pykoopman.common.Linear2Ddynamics method)
collect_data_continuous() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.examples.forced_duffing method)
(pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.slow_manifold method)
,
[1]
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
collect_data_discrete() (pykoopman.common.examples.forced_duffing method)
(pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.slow_manifold method)
,
[1]
collect_one_step_data_discrete() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
collect_one_trajectory_data() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
compute_u2k_zeropad_dealiased() (pykoopman.common.ks static method)
(pykoopman.common.ks.ks static method)
continuous_lamda_array (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
continuous_lamda_array() (pykoopman.analytics.PrunedKoopman method)
control_matrix_ (pykoopman.regression.DMDc property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
cqgle (class in pykoopman.common)
(class in pykoopman.common.cqgle)
CustomObservables (class in pykoopman.observables)
D
Derivative (class in pykoopman.differentiation)
DMDc (class in pykoopman.regression)
drop_nan_rows() (in module pykoopman.common)
(in module pykoopman.common.validation)
drss() (in module pykoopman.common)
(in module pykoopman.common.examples)
E
EDMD (class in pykoopman.regression)
EDMDc (class in pykoopman.regression)
eigenvalues_ (pykoopman.regression.DMDc property)
(pykoopman.regression.EDMD property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
(pykoopman.regression.KDMD property)
(pykoopman.regression.NNDMD property)
(pykoopman.regression.PyDMDRegressor property)
eigenvectors_ (pykoopman.regression.DMDc property)
(pykoopman.regression.EDMD property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
(pykoopman.regression.KDMD property)
(pykoopman.regression.NNDMD property)
(pykoopman.regression.PyDMDRegressor property)
EnsembleBaseRegressor (class in pykoopman.regression)
F
FiniteDifference (class in pykoopman.differentiation)
fit() (pykoopman.analytics.PrunedKoopman method)
,
[1]
(pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
(pykoopman.observables.CustomObservables method)
(pykoopman.observables.Identity method)
(pykoopman.observables.Polynomial method)
(pykoopman.observables.RadialBasisFunction method)
(pykoopman.observables.RandomFourierFeatures method)
(pykoopman.observables.TimeDelay method)
(pykoopman.regression.DMDc method)
(pykoopman.regression.EDMD method)
(pykoopman.regression.EDMDc method)
(pykoopman.regression.EnsembleBaseRegressor method)
(pykoopman.regression.HAVOK method)
(pykoopman.regression.KDMD method)
(pykoopman.regression.NNDMD method)
(pykoopman.regression.PyDMDRegressor method)
forced_duffing (class in pykoopman.common.examples)
G
get_feature_names() (pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
(pykoopman.observables.CustomObservables method)
(pykoopman.observables.Identity method)
(pykoopman.observables.RadialBasisFunction method)
(pykoopman.observables.RandomFourierFeatures method)
(pykoopman.observables.TimeDelay method)
get_params() (pykoopman.differentiation.Derivative method)
H
HAVOK (class in pykoopman.regression)
I
Identity (class in pykoopman.observables)
input_control_matrix (pykoopman.regression.DMDc property)
K
KDMD (class in pykoopman.regression)
Koopman (class in pykoopman)
(class in pykoopman.koopman)
KoopmanContinuous (class in pykoopman)
(class in pykoopman.koopman_continuous)
ks (class in pykoopman.common)
(class in pykoopman.common.ks)
L
lamda (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
lamda() (pykoopman.analytics.PrunedKoopman method)
lamda_array (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
lamda_array() (pykoopman.analytics.PrunedKoopman method)
Linear2Ddynamics (class in pykoopman.common)
(class in pykoopman.common.examples)
linear_map() (pykoopman.common.examples.Linear2Ddynamics method)
(pykoopman.common.Linear2Ddynamics method)
lorenz() (in module pykoopman.common)
(in module pykoopman.common.examples)
M
modes (pykoopman.common.examples.torus_dynamics property)
(pykoopman.common.torus_dynamics property)
ModesSelectionPAD21 (class in pykoopman.analytics)
module
pykoopman
pykoopman.analytics
pykoopman.common
pykoopman.common.cqgle
pykoopman.common.examples
pykoopman.common.ks
pykoopman.common.nlse
pykoopman.common.validation
pykoopman.common.vbe
pykoopman.differentiation
pykoopman.koopman
pykoopman.koopman_continuous
pykoopman.observables
pykoopman.regression
N
n_consumed_samples (pykoopman.observables.TimeDelay property)
nlse (class in pykoopman.common)
(class in pykoopman.common.nlse)
NNDMD (class in pykoopman.regression)
O
output() (pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.slow_manifold method)
,
[1]
P
phi() (pykoopman.analytics.PrunedKoopman method)
,
[1]
(pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
(pykoopman.regression.NNDMD method)
Polynomial (class in pykoopman.observables)
powers_ (pykoopman.observables.Polynomial property)
predict() (pykoopman.analytics.PrunedKoopman method)
,
[1]
(pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
(pykoopman.koopman_continuous.KoopmanContinuous method)
(pykoopman.KoopmanContinuous method)
(pykoopman.regression.DMDc method)
(pykoopman.regression.EDMD method)
(pykoopman.regression.EDMDc method)
(pykoopman.regression.HAVOK method)
(pykoopman.regression.KDMD method)
(pykoopman.regression.NNDMD method)
(pykoopman.regression.PyDMDRegressor method)
prune_model() (pykoopman.analytics.BaseAnalyzer method)
(pykoopman.analytics.ModesSelectionPAD21 method)
PrunedKoopman (class in pykoopman.analytics)
psi() (pykoopman.analytics.PrunedKoopman method)
,
[1]
(pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
(pykoopman.regression.NNDMD method)
PyDMDRegressor (class in pykoopman.regression)
pykoopman
module
pykoopman.analytics
module
pykoopman.common
module
pykoopman.common.cqgle
module
pykoopman.common.examples
module
pykoopman.common.ks
module
pykoopman.common.nlse
module
pykoopman.common.validation
module
pykoopman.common.vbe
module
pykoopman.differentiation
module
pykoopman.koopman
module
pykoopman.koopman_continuous
module
pykoopman.observables
module
pykoopman.regression
module
R
RadialBasisFunction (class in pykoopman.observables)
RandomFourierFeatures (class in pykoopman.observables)
rev_dvdp() (in module pykoopman.common)
(in module pykoopman.common.examples)
rk4() (in module pykoopman.common)
(in module pykoopman.common.examples)
S
score() (pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
set_control_matrix_fourier() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
set_control_matrix_physical() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
set_params() (pykoopman.differentiation.Derivative method)
set_point_actuator() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
setup() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
simulate() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.examples.forced_duffing method)
(pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.slow_manifold method)
,
[1]
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
(pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
(pykoopman.koopman_continuous.KoopmanContinuous method)
(pykoopman.KoopmanContinuous method)
(pykoopman.regression.NNDMD method)
sine_wave() (in module pykoopman.common.examples)
slow_manifold (class in pykoopman.common)
(class in pykoopman.common.examples)
square_wave() (in module pykoopman.common.examples)
state_matrix_ (pykoopman.regression.DMDc property)
(pykoopman.regression.EDMD property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
(pykoopman.regression.KDMD property)
(pykoopman.regression.NNDMD property)
(pykoopman.regression.PyDMDRegressor property)
sweep_among_best_L_modes() (pykoopman.analytics.ModesSelectionPAD21 method)
sys() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.examples.forced_duffing method)
(pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.slow_manifold method)
,
[1]
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
T
TimeDelay (class in pykoopman.observables)
torus_dynamics (class in pykoopman.common)
(class in pykoopman.common.examples)
transform() (pykoopman.observables.CustomObservables method)
(pykoopman.observables.Identity method)
(pykoopman.observables.Polynomial method)
(pykoopman.observables.RadialBasisFunction method)
(pykoopman.observables.RandomFourierFeatures method)
(pykoopman.observables.TimeDelay method)
U
unnormalized_modes (pykoopman.regression.DMDc property)
(pykoopman.regression.EDMD property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
(pykoopman.regression.KDMD property)
(pykoopman.regression.NNDMD property)
(pykoopman.regression.PyDMDRegressor property)
ur (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
(pykoopman.regression.DMDc property)
(pykoopman.regression.EDMD property)
(pykoopman.regression.EDMDc property)
(pykoopman.regression.HAVOK property)
(pykoopman.regression.KDMD property)
(pykoopman.regression.NNDMD property)
(pykoopman.regression.PyDMDRegressor property)
ur() (pykoopman.analytics.PrunedKoopman method)
V
validate() (pykoopman.analytics.BaseAnalyzer method)
validate_input() (in module pykoopman.common)
(in module pykoopman.common.validation)
validity_check() (pykoopman.Koopman method)
(pykoopman.koopman.Koopman method)
vbe (class in pykoopman.common)
(class in pykoopman.common.vbe)
vdp_osc() (in module pykoopman.common)
(in module pykoopman.common.examples)
visualize_data() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
visualize_modes() (pykoopman.common.examples.Linear2Ddynamics method)
(pykoopman.common.Linear2Ddynamics method)
visualize_state_space() (pykoopman.common.cqgle method)
,
[1]
(pykoopman.common.cqgle.cqgle method)
,
[1]
(pykoopman.common.examples.forced_duffing method)
(pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.ks method)
(pykoopman.common.ks.ks method)
(pykoopman.common.nlse method)
(pykoopman.common.nlse.nlse method)
(pykoopman.common.slow_manifold method)
,
[1]
(pykoopman.common.vbe method)
(pykoopman.common.vbe.vbe method)
visualize_trajectories() (pykoopman.common.examples.forced_duffing method)
(pykoopman.common.examples.slow_manifold method)
,
[1]
(pykoopman.common.slow_manifold method)
,
[1]
viz_all_modes() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
viz_setup() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
viz_torus() (pykoopman.common.examples.torus_dynamics method)
(pykoopman.common.torus_dynamics method)
W
W (pykoopman.analytics.PrunedKoopman property)
(pykoopman.Koopman property)
(pykoopman.koopman.Koopman property)
(pykoopman.regression.NNDMD property)
W() (pykoopman.analytics.PrunedKoopman method)
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