Template Function beluga::estimate_clusters

• Defined in File cluster_based_estimation.hpp

Function Documentation

template<class States, class Weights, class Clusters>
auto beluga::estimate_clusters(States &&states, Weights &&weights, Clusters &&clusters)

For each cluster, estimate the mean and covariance of the states that belong to it.

Template Parameters:

• States – Range type of the states.

• Weights – Range type of the weights.

• Hashes – Range type of the hashes.

Parameters:

• states – Range containing the states of the particles.

• weights – Range containing the weights of the particles.

• clusters – Cluster ids of the particles.

Returns:

A vector of elements, containing the weight, mean and covariance of each cluster, in no particular order.