pysindy.feature_library

Functions

Generate an identity library which maps all input features to themselves.

Classes

`ConcatLibrary`	Concatenate multiple libraries into one library.
`TensoredLibrary`	Tensor multiple libraries together into one library.
`GeneralizedLibrary`	Put multiple libraries into one library.
`CustomLibrary`	Generate a library with custom functions.
`FourierLibrary`	Generate a library with trigonometric functions.
`PolynomialLibrary`	Generate polynomial and interaction features.
`PDELibrary`	Generate a PDE library with custom functions.
`WeakPDELibrary`	Generate a weak formulation library with custom functions and,
`SINDyPILibrary`	WARNING: This library is deprecated in PySINDy versions > 1.7.
`ParameterizedLibrary`	A tensor product of two libraries with different inputs.

Base class for feature library classes.