Vowpal Wabbit

Vowpal Wabbit is a fast machine learning library for online learning.

• Tutorials
  • Command Line Basics
  • Command Line Linear Regression
  • Command Line for CSV Dataset
  • Offline Policy Evaluation Using the Command Line
  • Contextual Bandits with Continuous Actions
  • Classification
  • Contextual Bandits
  • Contextual Bandit Content Personalization
  • Python Basics
  • Slates
  • Pandas DataFrame to VowpalWabbit Format Conversion
• Examples
  • Python Basics
  • Contextual Bandits
  • [Experimental] Testing Basic Models with Varying Epsilon Values and Model Counts for Non-Stationary Epsilon Decay
  • Mini VW
  • Poisson Regression
  • Predict comparison
  • Search - Covington
  • Search - Sequence LDF
  • Search - Sequence
  • Search - Speech Tagger
• API Reference
  • Core module
  • Optional modules
  • Implementation/internal modules
  • Migration guides