class Observable¶
- class deeptime.basis.Observable¶
An object that transforms a series of state vectors \(X\in\mathbb{R}^{T\times n}\) into a series of observables \(\Psi(X)\in\mathbb{R}^{T\times k}\), where n is the dimension of each state vector and k the dimension of the observable space.
Methods
transform
(data, **kwargs)Transforms the input data.
- __call__(x: ndarray)¶
Evaluation of the observable.
- Parameters:
x ((N, d) np.ndarray) – Evaluates the observable for N d-dimensional data points.
- Returns:
out – Result of the evaluation for each data point.
- Return type:
(N, p) np.ndarray
- transform(data, **kwargs)¶
Transforms the input data.
- Parameters:
data (array_like) – Input data.
- Returns:
transformed – The transformed data
- Return type:
array_like