pysindy
User Guide
What is SINDy?
Tutorials
How-To Guides
External Research Examples
Practical tips
Contributing
Using pysindy in academia
Object Model
API Documentation
pysindy.SINDy
pysindy.DiscreteSINDy
pysindy.BINDy
pysindy.differentiation
pysindy.feature_library
pysindy.optimizers
pysindy.deeptime
pysindy.utils
pysindy.utils.concat_sample_axis
pysindy.utils.wrap_axes
pysindy.utils.comprehend_axes
pysindy.utils.capped_simplex_projection
pysindy.utils.drop_nan_samples
pysindy.utils.get_prox
pysindy.utils.get_regularization
pysindy.utils.reorder_constraints
pysindy.utils.supports_multiple_targets
pysindy.utils.validate_control_variables
pysindy.utils.validate_input
pysindy.utils.validate_no_reshape
pysindy.utils.flatten_2d_tall
pysindy.utils.linear_damped_SHO
pysindy.utils.cubic_damped_SHO
pysindy.utils.linear_3D
pysindy.utils.lotka
pysindy.utils.van_der_pol
pysindy.utils.duffing
pysindy.utils.rossler
pysindy.utils.cubic_oscillator
pysindy.utils.hopf
pysindy.utils.lorenz
pysindy.utils.lorenz_control
pysindy.utils.lorenz_u
pysindy.utils.meanfield
pysindy.utils.oscillator
oscillator
pysindy.utils.burgers_galerkin
pysindy.utils.mhd
pysindy.utils.enzyme
pysindy.utils.yeast
pysindy.utils.bacterial
pysindy.utils.pendulum_on_cart
pysindy.utils.kinematic_commonroad
pysindy.utils.double_pendulum
pysindy.utils.AxesArray
Useful links
PySINDy @ PyPI
Issue Tracker
pysindy
pysindy
pysindy.utils
pysindy.utils.oscillator
pysindy.utils.oscillator
pysindy.utils.
oscillator
(
t
,
x
,
mu1
=
0.05
,
mu2
=
-0.01
,
omega
=
3.0
,
alpha
=
-2.0
,
beta
=
-5.0
,
sigma
=
1.1
)
[source]