numpy-ml

Machine learning, in NumPy

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  • Hidden Markov models
  • Gaussian mixture models
  • Latent Dirichlet allocation
  • N-gram smoothing models
  • Multi-armed bandits
  • Reinforcement learning
    • Agents
    • Training
    • Utilities
  • Nonparametric models
  • Matrix factorization
  • Tree-based models
  • Neural networks
  • Linear models
  • Preprocessing
  • Utilities

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Reinforcement learningΒΆ

  • Agents
    • CrossEntropyAgent
    • DynaAgent
    • MonteCarloAgent
    • TemporalDifferenceAgent
  • Training
    • Trainer
  • Utilities
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