gateplugin-LearningFramework icon indicating copy to clipboard operation
gateplugin-LearningFramework copied to clipboard

Add support for other interesting learning frameworks and libraries

Open johann-petrak opened this issue 8 years ago • 1 comments

This is just to keep track of potentially interesting candidates and their advantages and disadvantages.

  • https://www.h2o.ai/
  • https://github.com/JohnLangford/vowpal_wabbit (!!!)
  • FACTORIE http://factorie.cs.umass.edu/ , https://github.com/factorie/factorie
  • http://dlib.net/ Pro: usable license, fast linear ranking SVM, Python wrapper. Written in C++
  • http://www.mlpack.org/ written in C++
  • https://github.com/JohnLangford/vowpal_wabbit/wiki
  • https://github.com/johann-petrak/arow_csc

Also the ones at http://lamda.nju.edu.cn/Data.ashx#code especially https://github.com/kingfengji/gcForest and https://github.com/xzhren/DeepForest

johann-petrak avatar Jul 21 '16 10:07 johann-petrak

For topic modelling using mallet representation / in memory data, this library may be interesting: https://github.com/lejon/PartiallyCollapsedLDA

johann-petrak avatar Sep 20 '18 10:09 johann-petrak