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.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
pysindy.utils.burgers_galerkin
pysindy.utils.mhd
pysindy.utils.enzyme
pysindy.utils.yeast
pysindy.utils.bacterial
bacterial
pysindy.utils.pendulum_on_cart
pysindy.utils.kinematic_commonroad
pysindy.utils.double_pendulum
pysindy.utils.AxesArray
pysindy.utils.SampleConcatter
Useful links
PySINDy @ PyPI
Issue Tracker
pysindy
pysindy
pysindy.utils
pysindy.utils.bacterial
pysindy.utils.bacterial
pysindy.utils.
bacterial
(
t
,
x
,
a1
=
0.004
,
a2
=
0.07
,
a3
=
0.04
,
b1
=
0.82
,
b2
=
1854.5
)
[source]