Infer.Net

Infer.NET is a probabilistic programming framework developed by Microsoft that enables building models that reason under uncertainty. It allows developers and researchers to define probabilistic models and perform Bayesian inference automatically.

Features of Infer.NET:

• Allows modeling of complex probabilistic systems using random variables and factor graphs.
• Performs Bayesian inference automatically, estimating unknown parameters from observed data.
• Written in C# and runs on .NET, supporting integration with .NET applications.
• Can be used for machine learning, recommendation systems, decision-making, and AI research.
• Open-source and widely used for probabilistic modeling, statistical analysis, and research in uncertain systems.

To check the installed version of Infer.NET in your environment:

$ sudo su
$ pip show infer.net

Disclaimer: Infer.NET is developed and maintained by Microsoft Research. It provides powerful probabilistic programming and Bayesian inference capabilities, but output depends on model design and input data. Always refer to official documentation or the repository for the most accurate and up-to-date information.