vowpalwabbit Goto Github PK
Name: Vowpal Wabbit
Type: Organization
Blog: https://vowpalwabbit.org
Name: Vowpal Wabbit
Type: Organization
Blog: https://vowpalwabbit.org
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
Contextual bandit benchmarking
Docker images used for continuous integration
Genenerated documentation
Estimators to perform off-policy evaluation
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 believe that this is a pervasive problem. The goal of open sourcing this library is to reduce the developer friction in adopting VW in software stacks that are built with these constraints.
Vowpal Wabbit examples and tutorials
⚡ Building applications with LLMs through composability ⚡
A python library for online learning in RL loops, specialized for Contextual Bandit scenarios. Choose actions from multiple options, evaluate decisions, and integrate feedback for improved future outcomes. Features versatile scoring, advanced featurization, and configurable learning policies.
Experimental new Python bindings for the VowpalWabbit library
Interaction-side integration library for Reinforcement Learning loops: Predict, Log, [Learn,] Update
Deploy RL Loop in Azure
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.
Official website of Vowpal Wabbit
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