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지속가능티끌/Data.Math.Phys

Dlib. Clean C++11 Deep Learning API

by 리치굿맨 2016. 9. 14.
 

Dlib. 개요

 


특징.- 알고리듬 및 기능.

Machine Learning Algorithms
  • Numerical Algorithms
  • Graphical Model Inference Algorithms
    • Join tree algorithm for exact inference in a Bayesian network.
    • Gibbs sampler markov chain monte carlo algorithm for approximate inference in a Bayesian network.
    • Routines for performing MAP inference in chain-structured, Potts, or general factor graphs.
  • Image Processing
  • Threading
  • Networking
  • Graphical User Interfaces
    • The library provides a portable and simple core GUI API
    • Implemented on top of the core GUI API are numerous widgets
    • Unlike many other GUI toolkits, the entire dlib GUI toolkit is threadsafe
  • Data Compression and Integrity Algorithms
    • A CRC 32 object
    • MD5 functions
    • Various abstracted objects representing parts of data compression algorithms. Many forms of the PPM algorithm are included.
  • Testing
  • General Utilities

  • 전산 특징.
    - C++11
    - 타 솔루션 종속성 : cuDNN 을 설치하면 GPU연산가능, cuDNN 설치하지 않은 경우엔 CPU에서도 구동가능.
     
    메인 사이트 : http://dlib.net/
    위사이트 블로그 내용중 일부 : http://blog.dlib.net/2016/06/a-clean-c11-deep-learning-api.html


     


     

    ///940.




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