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Alchemy is a software package providing a series of algorithms for statistical relational learning and probabilistic logic inference, based on the Markov logic representation. Alchemy allows you to easily develop a wide range of AI applications, including:
Collective classification
Link prediction
Entity resolution
Social network modeling
Information extraction