Inference and Pipelines

Examples showing out-of-sample prediction, distance transformations, and scikit-learn pipeline integration.

Feature Transformation via Cluster-Distance Space

Feature Transformation via Cluster-Distance Space

Hyperparameter Tuning with GridSearchCV and Pipelines

Hyperparameter Tuning with GridSearchCV and Pipelines

Predicting Cluster Labels on Unseen Query Data

Predicting Cluster Labels on Unseen Query Data

Fast Precomputed Inference: Compact (n_test, k) vs. Full (n_test, n_train)

Fast Precomputed Inference: Compact (n_test, k) vs. Full (n_test, n_train)