Add ClusterLESS selector#51
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This PR adds a ClusterLESS selector, a cluster-accelerated variant of LESS. It clusters training examples with embedding features, computes representative gradients per cluster, and scores all samples through cluster-level gradient matching to reduce selector cost.
Main changes: