deepdow.data.synthetic module

Collection of functions generating synthetic datasets.

sin_single(n_timesteps, amplitude=1, freq=0.25, phase=0)

Generate sine waves.

Parameters

• n_timesteps (int) – Number of timesteps.

• amplitude (float) – The peak value.

• freq (float) – Frequency - number of oscillations per timestep.

• phase (float) – Offset.

Returns

y – 1D array of shape (n_timesteps,).

Return type

np.ndarray