Erik A. Bensen
  • Publications
  • Projects
  • Recent & Upcoming Talks
    • Example Talk
  • Publications
    • Applications of explainable artificial intelligence in renewable energy research
    • Addressing bias in bagging and boosting regression models
    • Measuring the energy consumption and efficiency of deep neural networks: An empirical analysis and design recommendations
    • A Machine Learning Method for Real-Time Traffic State Estimation from Probe Vehicle Data
    • Concept of Operations of Next-Generation Traffic Control Utilizing Infrastructure-Based Cooperative Perception
    • Structural defects in compounds Zn X Sb (X= Cr, Mn, Fe): Origin of disorder and its relationship with electronic properties
    • Efficacy of the method of four coefficients to determine charge-carrier scattering
    • Anomalous electronic properties in layered, disordered ZnVSb
    • Discovery of n-type Zintl phases RbAlSb4, RbGaSb4, CsAlSb4, and CsGaSb4
    • Prototype latent heat storage system with aluminum-silicon as a phase change material and a Stirling engine for electricity generation
  • Courses
    • Hugo Blox
      • Getting Started
      • Guide
        • Project Structure
        • Configuration
        • Formatting
          • Embed Media
          • Buttons
          • Callouts
          • Cards
          • Spoilers
          • Steps
      • Reference
        • Customization
        • Internationalization (i18n)
  • Blog
    • โšก๏ธ Turn Jupyter Notebooks into Blog Posts
    • ๐ŸŽ‰ Easily create your own simple yet highly customizable blog
    • ๐Ÿง  Sharpen your thinking with a second brain
    • ๐Ÿ“ˆ Communicate your results effectively with the best data visualizations
    • ๐Ÿ‘ฉ๐Ÿผโ€๐Ÿซ Teach academic courses
    • โœ… Manage your projects
  • Projects
    • tmg-hmc
    • mpi4pytools
  • Experience

tmg-hmc

Dec 15, 2025 ยท 1 min read
Site

tmg-hmc is a Python implementation of the Exact HMC sampling algorithm from Pacman and Paninski (2014) for truncated multivariate gaussian distributions with linear and quadratic constraints.

Last updated on Dec 15, 2025
Python Exact HMC Truncated Gaussian Distributions

mpi4pytools Aug 15, 2025 →

ยฉ 2025 Erik A. Bensen. This work is licensed under CC BY-NC-SA 4.0

Made with Hugo Blox. Create yours โ†’