Software

The Alchemy system for statistical relational AI is now available in beta at:

http://www.cs.washington.edu/ai/alchemy

Alchemy provides a series of algorithms for statistical relational learning and probabilistic logic inference, based on Markov logic. It allows you to easily develop applications like:

• Collective classification
• Link prediction
• Entity resolution
• Social network modeling

• Discriminative weight learning
• Generative weight learning
• Structure learning
• MAP/MPE inference
• MCMC (Gibbs sampling) inference