pypomp.PanelPomp.sample_params

static PanelPomp.sample_params(param_bounds: dict, units: list[str], n: int, key: Array, shared_names: list[str] | None = None) → PanelParameters

Sample parameters uniformly within bounds for a panel model.

Parameters:

  • param_bounds (dict of str to tuple of float) – Mapping from parameter names to (lower, upper) bounds.

  • units (list of str) – Unit names.

  • n (int) – Number of replicates to sample.

  • key (jax.Array) – JAX random key.

  • shared_names (list of str, optional) – List of shared parameter names. If None (default), all parameters are considered unit-specific.

Returns:

A new parameter set containing the sampled values.

Return type:

PanelParameters