pyhgf.updates.prediction_error.dirichlet.clusters_likelihood#
- pyhgf.updates.prediction_error.dirichlet.clusters_likelihood(value: float, expected_mean: Array | ndarray | bool_ | number | bool | int | float | complex, expected_sigma: Array | ndarray | bool_ | number | bool | int | float | complex) Array | ndarray | bool_ | number | bool | int | float | complex[source]#
Likelihood of a parametrized candidate under the new observation.
- Parameters:
- value
The new observation.
- expected_mean
Pre-existing clusters means.
- expected_sigma
Pre-existing clusters standard deviation.
- Returns:
- likelihood
The probability of observing the value under each cluster.