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++ 1,673 7,164 156 (8 issues need help) 23 Updated Aug 6, 2020

vowpalwabbit.github.io

Official website of Vowpal Wabbit

CSS MIT 10 0 22 1 Updated Aug 6, 2020

docs

Genenerated documentation

HTML 2 0 0 0 Updated Aug 6, 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 Aug 5, 2020

workshop

Python 3 1 0 0 Updated Aug 4, 2020

docker-images

Docker images used for continuous integration

Dockerfile MIT 6 2 2 0 Updated Jul 10, 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

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 12 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

icml2019

4 3 0 0 Updated Jul 24, 2019