Next.ML PPL Examples
Examples of probabilistic programming applications for the Next.ML workshop.
January 17, 2015
Latent variable models
Inferring latent variables from observations. How good are you at ping pong?
Sentences are chains. We complete each others' sandwiches.
Hidden Markov models
Sentences are fences. Is "man" a verb or a noun?
Probabilistic Context-Free Grammars
Sentences are trees. Who had the binoculars?
Hallucinating programs from data.
Computer vision as inverse graphics
Compression on steroids.