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
yeast
pysindy.utils.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.yeast
pysindy.utils.yeast
pysindy.utils.
yeast
(
t
,
x
,
c1
=
2.5
,
c2
=
-100
,
c3
=
13.6769
,
d1
=
200
,
d2
=
13.6769
,
d3
=
-6
,
d4
=
-6
,
e1
=
6
,
e2
=
-64
,
e3
=
6
,
e4
=
16
,
f1
=
64
,
f2
=
-13
,
f3
=
13
,
f4
=
-16
,
f5
=
-100
,
g1
=
1.3
,
g2
=
-3.1
,
h1
=
-200
,
h2
=
13.6769
,
h3
=
128
,
h4
=
-1.28
,
h5
=
-32
,
j1
=
6
,
j2
=
-18
,
j3
=
-100
)
[source]