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++ 1,680 7,209 160 (8 issues need help) 22 Updated Sep 11, 2020

• reinforcement_learning

  Predict/log/learn/update reinforcement learning loop

  machine-learning reinforcement-learning cpp
  C++ MIT 25 38 37 (3 issues need help) 10 Updated Sep 11, 2020

• docker-images

  Docker images used for continuous integration
  Dockerfile MIT 6 2 2 0 Updated Sep 11, 2020

• docs

  Genenerated documentation
  HTML 2 0 0 0 Updated Sep 9, 2020

• vowpalwabbit.github.io

  Official website of Vowpal Wabbit
  CSS MIT 11 0 21 2 Updated Aug 31, 2020

• estimators

  Estimators to perform off-policy evaluation
  Python BSD-3-Clause 8 4 3 2 Updated Aug 25, 2020

• coba

  Contextual bandit benchmarking

  python-package contextual-bandit-algorithms
  Python BSD-3-Clause 0 3 0 0 Updated Aug 24, 2020

• workshop
  Python 3 1 0 0 Updated Aug 4, 2020

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

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

• jupyter-notebooks

  Vowpal Wabbit examples and tutorials

  python jupyter-notebook
  Jupyter Notebook 12 2 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

• icml2019
  4 3 0 0 Updated Jul 24, 2019