Code Monkey home page Code Monkey logo

damm's Introduction

Directionality-Aware Mixture Model Parallel Sampling for Efficient Dynamical System Learning

Barebone implementation of Directionality-Aware Mixture Model(DAMM) tailored to the learning of Linear Parameter Varying Dynamical System (LPV-DS). This module cannot be used standalone, and has been integrated as a part of the LPV-DS framework. Please refer to the LPV-DS repository for the specific use.

Dependencies

  • [Required] Eigen: Eigen 3.4 is required.
  • [Required] Boost: Boost 1.74 is recommended.
  • [Required] OpenMP: OpenMP 5.0 is recommended.
  • [Required] OpenCV : OpenCV 4.8 is recommended.

Compilation

Mac users please download LLVM compiler separately. The built-in clang compiler in Xcode does not support OpenMP. Please refer to CMakeLists.txt in src folder to ensure correct compiler.

mkdir build
cd build
cmake ../src
make

damm's People

Contributors

sunannnsun avatar

Stargazers

Adrian Prados avatar Jan Ole von Hartz avatar Qianxuan(Sean) She avatar

Watchers

Qianxuan(Sean) She avatar avatar

Forkers

nbfigueroa penn-figueroa-lab

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.