API Documentation

This is the API documentation for kiez.

Kiez

Kiez	Performs hubness reduced nearest neighbor search for entity alignment.

Analysis

kiez.analysis.estimation

Estimate hubness in datasets.

Evaluate

kiez.evaluate.eval_metrics

Calculate evaluation metrics such as hits@k.

Hubness Reduction

kiez.hubness_reduction.CSLS	Hubness reduction with Cross-domain similarity local scaling.
kiez.hubness_reduction.DisSimLocal	Hubness reduction with DisSimLocal.
kiez.hubness_reduction.LocalScaling	Hubness reduction with Local Scaling.
kiez.hubness_reduction.MutualProximity	Hubness reduction with Mutual Proximity.

IO

kiez.io.data_loading

Convenience methods for loading entity embeddings from knowledge graph embeddings.

Neighbors

kiez.neighbors.Faiss	Wrapper for faiss library.
kiez.neighbors.NMSLIB	Wrapper for hierarchical navigable small world graphs based approximate nearest neighbor search implementation from NMSLIB.
kiez.neighbors.NNG	Wrapper for NGT's graph based approximate nearest neighbor search.
kiez.neighbors.SklearnNN	Wrapper for scikit learn's NearestNeighbors class.
kiez.neighbors.Annoy	Wrapper for Spotify's approximate nearest neighbor library.