Projects that are tagged with scalable.


Logo JMLR MLPACK 3.0.1

by rcurtin - May 11, 2018, 05:28:53 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 107021 views, 19210 downloads, 6 subscriptions

Rating Whole StarWhole StarWhole StarWhole Star1/2 Star
(based on 1 vote)

About: A fast, flexible C++ machine learning library, with bindings to other languages.

Changes:

Released May 10th, 2018.

  • Fix intermittently failing tests (#1387).
  • Add Big-Batch SGD (BBSGD) optimizer in src/mlpack/core/optimizers/bigbatch_sgd (#1131).
  • Fix simple compiler warnings (#1380, #1373).
  • Simplify NeighborSearch constructor and Train() overloads (#1378).
  • Add warning for OpenMP setting differences (#1358/#1382). When mlpack is compiled with OpenMP but another application linking against mlpack is not (or vice versa), a compilation warning will now be issued.
  • Restructured loss functions in src/mlpack/methods/ann/ (#1365).
  • Add environments for reinforcement learning tests (#1368, #1370, #1329).
  • Allow single outputs for multiple timestep inputs for recurrent neural networks (#1348).
  • Neural networks: add He and LeCun normal initializations (#1342), add FReLU and SELU activation functions (#1346, #1341), add alpha-dropout (#1349).

Logo RLPy 1.3a

by bobklein2 - August 28, 2014, 14:34:35 CET [ Project Homepage BibTeX Download ] 8282 views, 1730 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