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High-performance KNN similarity functions in Python, optimized for sparse matrices. SimilariPy is primarily designed for Recommender Systems and Information Retrieval (IR) tasks, but can be applied to ...

Abstract: We present a way of exploiting domain knowledge in the design and implementation of data mining algorithms, with special attention to frequent patterns discovery, within a deductive ...

Using an infinite sample, the contrast function and the FastICA algorithm are deterministic. In the practical case, we have only a finite sample. Then the contrast function and the FastICA algorithm ...