Summary Build Status

Prospective/current users: please vist the project web page for more information.

Blang developers: in addition to the above resources, see also the documentation repository for more information.

This is one of the repositories hosting Blang's code. This one contains the Blang's SDK (Software Development Kit), including:

  • Basic datatypes suitable for sampling.
  • Infrastructure to create new data types and distributions.
  • Inference algorithms for such datatypes, such as Adaptive Non-Reversible Parallel Tempering and Sequential Change of Measure.
  • Standard probability distributions.
  • MCMC testing infrastructure.
  • Runtime to perform static analysis to infer the factor graph and its sparsity patterns.
  • Automated post-processing facilities (MCMC diagnostic, trace/density/pmf/summaries generation, etc).

See this readme for a roadmap of the other key repositories (language infrastructure, examples, supporting libraries, etc)

Blangsdk

Blang's software development kit

Blangsdk Info

⭐ Stars 16
🔗 Homepage www.stat.ubc.ca
🔗 Source Code github.com
🕒 Last Update 9 months ago
🕒 Created 5 years ago
🐞 Open Issues 47
➗ Star-Issue Ratio 0
😎 Author UBC-Stat-ML