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@VowpalWabbit Vowpal Wabbit

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    24 repositories

    • coba

      Public
      Contextual bandit benchmarking
      python-packagecontextual-bandit-algorithms
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •19•48•1•1•Updated Sep 3, 2024Sep 3, 2024

    • estimators

      Public
      Estimators to perform off-policy evaluation
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •17•13•16•3•Updated Sep 3, 2024Sep 3, 2024

    • reinforcement_learning

      Public
      Interaction-side integration library for Reinforcement Learning loops: Predict, Log, [Learn,] Update
      machine-learningreinforcement-learningcpp
      C++
      •
      MIT License
      •40•74•51•17•Updated Sep 3, 2024Sep 3, 2024

    • docs

      Public
      Genenerated documentation
      HTML
      •3•4•1•0•Updated Aug 22, 2024Aug 22, 2024

    • rl_loop_deployment

      Public
      Deploy RL Loop in Azure
      Bicep
      •
      MIT License
      •0•1•0•0•Updated Aug 5, 2024Aug 5, 2024

    • rl_loop_image

      Public
      0•1•0•0•Updated Aug 5, 2024Aug 5, 2024

    • vowpal_wabbit

      Public
      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.
      machine-learningreinforcement-learningcppactive-learningonline-learningcontextual-banditslearning-to-searchc-plus-plus
      C++
      •
      Other
      •1.9k•8.5k•131•0•Updated Aug 1, 2024Aug 1, 2024

    • autogen

      Public
      Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •4.6k•0•0•3•Updated Jan 18, 2024Jan 18, 2024

    • learn_to_pick

      Public
      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.
      Jupyter Notebook
      •
      MIT License
      •4•4•7•0•Updated Nov 28, 2023Nov 28, 2023

    • workshop

      Public
      Jupyter Notebook
      •7•7•0•0•Updated Nov 2, 2023Nov 2, 2023

    • data-science

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •7•5•0•3•Updated Oct 30, 2023Oct 30, 2023

    • langchain

      Public
      ⚡ Building applications with LLMs through composability ⚡
      Python
      •
      MIT License
      •15k•0•0•0•Updated Oct 12, 2023Oct 12, 2023

    • py-vowpal-wabbit-next

      Public
      Experimental new Python bindings for the VowpalWabbit library
      pythonmachine-learningreinforcement-learningvowpal-wabbit
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•12•4•0•Updated Oct 5, 2023Oct 5, 2023

    • docker-images

      Public
      Docker images used for continuous integration
      Dockerfile
      •
      MIT License
      •11•9•2•0•Updated Oct 5, 2023Oct 5, 2023

    • vowpalwabbit.github.io

      Public
      Official website of Vowpal Wabbit
      HTML
      •
      MIT License
      •17•4•27•0•Updated Sep 3, 2023Sep 3, 2023

    • rl_chain

      Public
      Python
      •
      MIT License
      •3•5•2•1•Updated Aug 22, 2023Aug 22, 2023

    • agenda

      Public
      1•1•1•0•Updated Mar 17, 2022Mar 17, 2022

    • jupyter-notebooks

      Public
      Vowpal Wabbit examples and tutorials
      pythonjupyter-notebook
      Jupyter Notebook
      •24•20•1•0•Updated Jan 20, 2022Jan 20, 2022

    • slates-experiments

      Public
      Jupyter Notebook
      •2•5•0•0•Updated Jul 7, 2020Jul 7, 2020

    • feature-broker

      Public
      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•2•0•0•Updated Apr 13, 2020Apr 13, 2020

    • slope-experiments

      Public
      Python
      •2•4•0•0•Updated Mar 2, 2020Mar 2, 2020

    • neurips2019

      Public
      1•5•0•0•Updated Dec 9, 2019Dec 9, 2019

    • ccb-experiments

      Public
      C++
      •1•2•0•0•Updated Jul 29, 2019Jul 29, 2019

    • icml2019

      Public
      4•4•0•0•Updated Jul 24, 2019Jul 24, 2019