pysindy
User Guide
What is SINDy?
Tutorials
How-To Guides
External Research Examples
Practical tips
Contributing
Using pysindy in academia
Object Model
API Documentation
Useful links
PySINDy @ PyPI
Issue Tracker
pysindy
Index
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
O
|
P
|
R
|
S
|
T
|
V
|
W
|
X
|
Y
_
__call__() (pysindy.differentiation.BaseDifferentiation method)
A
AxesArray (class in pysindy.utils)
B
bacterial() (in module pysindy.utils)
BaseDifferentiation (class in pysindy.differentiation)
BaseFeatureLibrary (class in pysindy.feature_library.base)
BaseOptimizer (class in pysindy.optimizers)
burgers_galerkin() (in module pysindy.utils)
C
calculate_l0_weight() (pysindy.optimizers.SR3 static method)
capped_simplex_projection() (in module pysindy.utils)
complexity (pysindy.SINDy property)
comprehend_axes() (in module pysindy.utils)
concat_sample_axis() (in module pysindy.utils)
ConcatLibrary (class in pysindy.feature_library)
(class in pysindy.feature_library.base)
ConstrainedSR3 (class in pysindy.optimizers)
convert_u_dot_integral() (pysindy.feature_library.WeakPDELibrary method)
copy() (pysindy.deeptime.SINDyModel method)
correct_shape() (pysindy.feature_library.base.BaseFeatureLibrary method)
cubic_damped_SHO() (in module pysindy.utils)
cubic_oscillator() (in module pysindy.utils)
CustomLibrary (class in pysindy.feature_library)
D
disable_trimming() (pysindy.optimizers.SR3 method)
DiscreteSINDy (class in pysindy)
double_pendulum() (in module pysindy.utils)
drop_nan_samples() (in module pysindy.utils)
duffing() (in module pysindy.utils)
E
enable_trimming() (pysindy.optimizers.SR3 method)
EnsembleOptimizer (class in pysindy.optimizers)
enzyme() (in module pysindy.utils)
equations() (pysindy.DiscreteSINDy method)
F
fetch_model() (pysindy.deeptime.SINDyEstimator method)
FiniteDifference (class in pysindy.differentiation)
fit() (pysindy.deeptime.SINDyEstimator method)
(pysindy.DiscreteSINDy method)
(pysindy.feature_library.base.BaseFeatureLibrary method)
(pysindy.feature_library.base.ConcatLibrary method)
(pysindy.feature_library.base.TensoredLibrary method)
(pysindy.feature_library.ConcatLibrary method)
(pysindy.feature_library.CustomLibrary method)
(pysindy.feature_library.FourierLibrary method)
(pysindy.feature_library.GeneralizedLibrary method)
(pysindy.feature_library.PDELibrary method)
(pysindy.feature_library.PolynomialLibrary method)
(pysindy.feature_library.SINDyPILibrary method)
(pysindy.feature_library.TensoredLibrary method)
(pysindy.feature_library.WeakPDELibrary method)
(pysindy.optimizers.BaseOptimizer method)
(pysindy.SINDy method)
flatten_2d_tall() (in module pysindy.utils)
FourierLibrary (class in pysindy.feature_library)
FROLS (class in pysindy.optimizers)
G
GeneralizedLibrary (class in pysindy.feature_library)
get_feature_names() (pysindy.feature_library.base.BaseFeatureLibrary method)
(pysindy.feature_library.base.ConcatLibrary method)
(pysindy.feature_library.base.TensoredLibrary method)
(pysindy.feature_library.ConcatLibrary method)
(pysindy.feature_library.CustomLibrary method)
(pysindy.feature_library.FourierLibrary method)
(pysindy.feature_library.GeneralizedLibrary method)
(pysindy.feature_library.PDELibrary method)
(pysindy.feature_library.PolynomialLibrary method)
(pysindy.feature_library.SINDyPILibrary method)
(pysindy.feature_library.TensoredLibrary method)
(pysindy.feature_library.WeakPDELibrary method)
get_params() (pysindy.differentiation.SINDyDerivative method)
get_prox() (in module pysindy.utils)
get_regularization() (in module pysindy.utils)
H
has_model (pysindy.deeptime.SINDyEstimator property)
hopf() (in module pysindy.utils)
I
IdentityLibrary() (in module pysindy.feature_library)
insert_axis() (pysindy.utils.AxesArray method)
K
kinematic_commonroad() (in module pysindy.utils)
L
linear_3D() (in module pysindy.utils)
linear_damped_SHO() (in module pysindy.utils)
lorenz() (in module pysindy.utils)
lorenz_control() (in module pysindy.utils)
lorenz_u() (in module pysindy.utils)
lotka() (in module pysindy.utils)
M
meanfield() (in module pysindy.utils)
mhd() (in module pysindy.utils)
MIOSR (class in pysindy.optimizers)
module
pysindy
pysindy.deeptime
pysindy.differentiation
pysindy.feature_library
pysindy.feature_library.base
pysindy.optimizers
pysindy.utils
O
oscillator() (in module pysindy.utils)
P
ParameterizedLibrary (class in pysindy.feature_library)
PDELibrary (class in pysindy.feature_library)
pendulum_on_cart() (in module pysindy.utils)
PolynomialLibrary (class in pysindy.feature_library)
powers_ (pysindy.feature_library.PolynomialLibrary property)
predict() (pysindy.optimizers.WrappedOptimizer method)
print() (pysindy.DiscreteSINDy method)
(pysindy.SINDy method)
pysindy
module
pysindy.deeptime
module
pysindy.differentiation
module
pysindy.feature_library
module
pysindy.feature_library.base
module
pysindy.optimizers
module
pysindy.utils
module
R
remove_axis() (pysindy.utils.AxesArray method)
reorder_constraints() (in module pysindy.utils)
reshape_samples_to_spatial_grid() (pysindy.feature_library.base.BaseFeatureLibrary method)
rossler() (in module pysindy.utils)
S
SampleConcatter (class in pysindy.utils)
score() (pysindy.DiscreteSINDy method)
(pysindy.SINDy method)
set_fit_request() (pysindy.deeptime.SINDyEstimator method)
(pysindy.deeptime.SINDyModel method)
(pysindy.DiscreteSINDy method)
(pysindy.feature_library.base.BaseFeatureLibrary method)
(pysindy.feature_library.base.ConcatLibrary method)
(pysindy.feature_library.base.TensoredLibrary method)
(pysindy.feature_library.ConcatLibrary method)
(pysindy.feature_library.CustomLibrary method)
(pysindy.feature_library.FourierLibrary method)
(pysindy.feature_library.GeneralizedLibrary method)
(pysindy.feature_library.ParameterizedLibrary method)
(pysindy.feature_library.PDELibrary method)
(pysindy.feature_library.PolynomialLibrary method)
(pysindy.feature_library.SINDyPILibrary method)
(pysindy.feature_library.TensoredLibrary method)
(pysindy.feature_library.WeakPDELibrary method)
(pysindy.optimizers.BaseOptimizer method)
(pysindy.optimizers.ConstrainedSR3 method)
(pysindy.optimizers.EnsembleOptimizer method)
(pysindy.optimizers.FROLS method)
(pysindy.optimizers.MIOSR method)
(pysindy.optimizers.SINDyPI method)
(pysindy.optimizers.SR3 method)
(pysindy.optimizers.SSR method)
(pysindy.optimizers.StableLinearSR3 method)
(pysindy.optimizers.STLSQ method)
(pysindy.optimizers.TrappingSR3 method)
(pysindy.optimizers.WrappedOptimizer method)
(pysindy.SINDy method)
set_params() (pysindy.differentiation.SINDyDerivative method)
(pysindy.feature_library.WeakPDELibrary method)
(pysindy.optimizers.BaseOptimizer method)
(pysindy.optimizers.TrappingSR3 method)
set_predict_request() (pysindy.deeptime.SINDyEstimator method)
(pysindy.deeptime.SINDyModel method)
(pysindy.DiscreteSINDy method)
(pysindy.optimizers.WrappedOptimizer method)
(pysindy.SINDy method)
set_score_request() (pysindy.deeptime.SINDyEstimator method)
(pysindy.deeptime.SINDyModel method)
(pysindy.DiscreteSINDy method)
(pysindy.optimizers.BaseOptimizer method)
(pysindy.optimizers.ConstrainedSR3 method)
(pysindy.optimizers.EnsembleOptimizer method)
(pysindy.optimizers.FROLS method)
(pysindy.optimizers.MIOSR method)
(pysindy.optimizers.SINDyPI method)
(pysindy.optimizers.SR3 method)
(pysindy.optimizers.SSR method)
(pysindy.optimizers.StableLinearSR3 method)
(pysindy.optimizers.STLSQ method)
(pysindy.optimizers.TrappingSR3 method)
(pysindy.optimizers.WrappedOptimizer method)
(pysindy.SINDy method)
set_transform_request() (pysindy.feature_library.base.BaseFeatureLibrary method)
(pysindy.feature_library.base.ConcatLibrary method)
(pysindy.feature_library.base.TensoredLibrary method)
(pysindy.feature_library.ConcatLibrary method)
(pysindy.feature_library.CustomLibrary method)
(pysindy.feature_library.FourierLibrary method)
(pysindy.feature_library.GeneralizedLibrary method)
(pysindy.feature_library.ParameterizedLibrary method)
(pysindy.feature_library.PDELibrary method)
(pysindy.feature_library.PolynomialLibrary method)
(pysindy.feature_library.SINDyPILibrary method)
(pysindy.feature_library.TensoredLibrary method)
(pysindy.feature_library.WeakPDELibrary method)
shape (pysindy.utils.AxesArray property)
simulate() (pysindy.DiscreteSINDy method)
(pysindy.SINDy method)
SINDy (class in pysindy)
SINDyDerivative (class in pysindy.differentiation)
SINDyEstimator (class in pysindy.deeptime)
SINDyModel (class in pysindy.deeptime)
SINDyPI (class in pysindy.optimizers)
SINDyPILibrary (class in pysindy.feature_library)
SmoothedFiniteDifference (class in pysindy.differentiation)
SpectralDerivative (class in pysindy.differentiation)
SR3 (class in pysindy.optimizers)
SSR (class in pysindy.optimizers)
StableLinearSR3 (class in pysindy.optimizers)
STLSQ (class in pysindy.optimizers)
supports_multiple_targets() (in module pysindy.utils)
T
TensoredLibrary (class in pysindy.feature_library)
(class in pysindy.feature_library.base)
transform() (pysindy.feature_library.base.BaseFeatureLibrary method)
(pysindy.feature_library.base.ConcatLibrary method)
(pysindy.feature_library.base.TensoredLibrary method)
(pysindy.feature_library.ConcatLibrary method)
(pysindy.feature_library.CustomLibrary method)
(pysindy.feature_library.FourierLibrary method)
(pysindy.feature_library.GeneralizedLibrary method)
(pysindy.feature_library.PDELibrary method)
(pysindy.feature_library.PolynomialLibrary method)
(pysindy.feature_library.SINDyPILibrary method)
(pysindy.feature_library.TensoredLibrary method)
(pysindy.feature_library.WeakPDELibrary method)
TrappingSR3 (class in pysindy.optimizers)
V
validate_control_variables() (in module pysindy.utils)
validate_input() (in module pysindy.utils)
validate_no_reshape() (in module pysindy.utils)
van_der_pol() (in module pysindy.utils)
W
WeakPDELibrary (class in pysindy.feature_library)
wrap_axes() (in module pysindy.utils)
WrappedOptimizer (class in pysindy.optimizers)
X
x_sequence_or_item() (in module pysindy.feature_library.base)
Y
yeast() (in module pysindy.utils)