Embedders

NeuralFieldManifold.embedders.embed(x: Array, m: int, tau: int) → Array

General m-dimensional delay embedding.

Parameters:

• x (jnp.ndarray) – 1D time series.

• m (int) – Embedding dimension.

• tau (int) – Delay in samples.

Returns:

Embedded matrix of shape (n - (m-1)*tau, m).

Return type:

jnp.ndarray