Vowpal Wabbit

GPTKB entity

Statements (30)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:abbreviation gptkb:VW
gptkbp:citation Langford, J., et al. (2007). Vowpal Wabbit. https://github.com/VowpalWabbit/vowpal_wabbit
gptkbp:developer gptkb:John_Langford
gptkbp:feature gptkb:graphical_user_interface
scalable
Python bindings
fast learning on large datasets
support for multi-threading
support for sparse data
gptkbp:firstReleased 2007
https://www.w3.org/2000/01/rdf-schema#label Vowpal Wabbit
gptkbp:license gptkb:BSD_license
gptkbp:programmingLanguage gptkb:C++
gptkbp:repository https://github.com/VowpalWabbit/vowpal_wabbit
gptkbp:supports gptkb:reinforcement_learning
online learning
regression
supervised learning
active learning
multi-class classification
contextual bandits
feature hashing
gptkbp:usedBy gptkb:Microsoft
gptkb:Yahoo!
gptkb:Mozilla
gptkb:AdRoll
gptkbp:website https://vowpalwabbit.org/
gptkbp:bfsParent gptkb:John_Langford
gptkbp:bfsLayer 5