Vowpal Wabbit

Repositories

• vowpal_wabbit

  Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

  c-plus-plus machine-learning reinforcement-learning cpp active-learning online-learning contextual-bandits
  C++ 1,672 7,141 153 (8 issues need help) 18 Updated Jul 23, 2020

• docs

  Genenerated documentation
  HTML 2 0 0 0 Updated Jul 22, 2020

• docker-images

  Docker images used for continuous integration
  Dockerfile MIT 6 2 2 0 Updated Jul 10, 2020

• reinforcement_learning

  Predict/log/learn/update reinforcement learning loop

  machine-learning reinforcement-learning cpp
  C++ MIT 23 35 34 (3 issues need help) 6 Updated Jul 10, 2020

• slates-experiments
  Jupyter Notebook 1 0 0 0 Updated Jul 7, 2020

• vowpalwabbit.github.io

  Official website of Vowpal Wabbit
  CSS MIT 10 0 21 2 Updated May 22, 2020

• feature-broker

  Mature software applications are highly componentized and have well-defined API boundaries among components. This structure leads to constraints making in-process inference challenging due to the difficulty of access to features. The FeatureBroker library presents a solution to this problem. This helped with adoption of VW in inference. We belie…
  2 1 0 0 Updated Apr 13, 2020

• estimators

  Estimators to perform off-policy evaluation
  Python 8 4 3 3 Updated Mar 31, 2020

• slope-experiments
  Python 0 2 0 0 Updated Mar 2, 2020

• jupyter-notebooks

  Vowpal Wabbit examples and tutorials

  python jupyter-notebook
  Jupyter Notebook 10 1 1 1 Updated Jan 8, 2020

• neurips2019
  0 2 0 0 Updated Dec 9, 2019

• ccb-experiments
  C++ 0 0 0 0 Updated Jul 29, 2019

• workshop
  2 1 0 0 Updated Jul 25, 2019

• icml2019
  4 3 0 0 Updated Jul 24, 2019