#PCA

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Word2Vec Cracked: It Learns PCA on a Clever Co-Occurrence Matrix

Word2Vec doesn't conjure magic vectors. It crunches co-occurrences into PCA eigenvectors, one rank at a time. This new theory finally explains the black box.