The latest beta release includes new factors (Logistic, Binomial), more efficient inference, improved support for F#, IronPython and Mono, partial support for parallel inference and Gibbs sampling and more.
See this blog post for details and, as ever, post any questions you have here on the forum!
The Infer.NET team