Linear interpolator

This library only supports linear interpolation at this moment !

torchdde.TorchLinearInterpolator

Linear interpolator class that is compatible with batching. All elements in batch must have the same ts.

__init__(self, ts: Float[Tensor, 'time'], ys: Float[Tensor, 'batch time ...'])

Arguments:

• ts: Some increasing collection of times.
• ys: The observations themselves.

__call__(self, t: Union[Float[Tensor, ''], float], left = True) -> Float[Tensor, 'batch ...']

Arguments:

• t: time to evalute to

add_point(self, new_t: Float[Tensor, ''], new_y: Float[Tensor, 'batch ...']) -> None

Arguments:

• new_t: new timestamp added to the interpolation
• new_ys: new observation added to the interpolation