AI - Stan

Trusted platform for statistical modeling and high-performance computational statistics, offering a versatile probabilistic programming language and interfacing with various data analysis languages.

Logo of Stan
Last Audited At

About Stan

Stan is a leading platform for statistical modeling and high-performance computational statistics. Thousands of users from various fields, including the social, biological, and physical sciences, engineering, and business, trust Stan for their data analysis and prediction needs. The company offers a state-of-the-art probabilistic programming language that allows users to specify log density functions. They can then fit these models to their data using a range of methods: full Bayesian statistical inference with Markov Chain Monte Carlo sampling (NUTS, HMC), approximate Bayesian inference with variational inference (ADVI), and penalized maximum likelihood estimation with optimization (L-BFGS).

Stan's robust math library includes differentiable probability functions and linear algebra (C++ autodiff) to ensure efficient computations. Additionally, R packages provide users with expression-based linear modeling, posterior visualization, and leave-one-out cross-validation tools for further analysis. Stan interfaces with multiple data analysis languages, including R, Python, shell, MATLAB, Julia, and Stata, making it a versatile solution for diverse user communities. It supports all major platforms, such as Linux, Mac, and Windows.

To get started with Stan, users can refer to the Installation and Documentation pages on their website. Users can follow Stan's progress by visiting their Mastodon, Twitter, GitHub, or YouTube channels for the latest updates and news.

Screenshot of Stan Website

More companies

Science IO

Transforming healthcare data into valuable insights for improved patient care and industry innovation with Science IO's advanced AI solutions.

Read more

Bytewax

Empowering developers to build complex event-driven workflows using AI technologies with Bytewax's open-source Dataflow engine and flexible tools for real-time data processing and transformation.

Read more

RoBERTa

Advancing natural language processing through groundbreaking AI research: The RoBERTa Project by Facebook AI.

Read more

Tell us about your project

Our Hubs

London, United Kingdom

A global AI hotspot, thrives on innovation, diverse talent, and a dynamic tech ecosystem, offering unparalleled opportunities for AI engineers.

Munich, Germany

A vibrant AI hub, merges cutting-edge technology with rich cultural experiences, creating an inspiring environment for AI engineers.