Projects that are tagged with scalable.


Logo JMLR MLPACK 2.1.1

by rcurtin - December 22, 2016, 20:01:29 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 75018 views, 13290 downloads, 6 subscriptions

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About: A scalable, fast C++ machine learning library, with emphasis on usability.

Changes:

Released Dec. 22nd, 2016.

  • HMMs now use random initialization; this should fix some convergence issues (#828).
  • HMMs now initialize emissions according to the distribution of observations (#833).
  • Minor fix for formatted output (#814).
  • Fix DecisionStump to properly work with any input type.

Logo RLPy 1.3a

by bobklein2 - August 28, 2014, 14:34:35 CET [ Project Homepage BibTeX Download ] 6154 views, 1292 downloads, 1 subscription

About: RLPy is a framework for performing reinforcement learning (RL) experiments in Python. RLPy provides a large library of agent and domain components, and a suite of tools to aid in experiments (parallelization, hyperparameter optimization, code profiling, and plotting).

Changes:
  • Fixed bug where results using same random seed were different with visualization turned on/off
  • Created RLPy package on pypi (Available at https://pypi.python.org/pypi/rlpy)
  • Switched from custom logger class to python default
  • Added unit tests
  • Code readability improvements (formatting, variable names/ordering)
  • Restructured TD Learning heirarchy
  • Updated tutorials