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Goal 0.1.0 documentation
Goal 0.1.0 documentation

API Reference:

  • Geometry Package
    • Manifold Subpackage
      • Base Manifold Classes
      • Combinators
      • Embeddings
      • Linear Maps
      • Matrix Representations
    • Exponential Family Subpackage
      • Exponential Families
      • Combinators
      • Protocols
      • Harmoniums
      • Graphical Harmoniums
  • Models Package
    • Base Distributions Subpackage
      • Categorical Distribution
      • Poisson Distributions
      • Von Mises Distribution
      • Normal Distribution
    • Harmonium Models Subpackage
      • Linear Gaussian Models
      • Mixture Models
      • Poisson Mixture Models
    • Graphical Models Subpackage
      • Hierarchical Mixture of Gaussians
      • Mixture Conjugation Utilities
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Geometry PackageΒΆ

Abstract mathematical machinery for information geometry: manifolds and their operations, exponential family structure, and composed models.

Subpackages:

  • Manifold Subpackage
  • Exponential Family Subpackage
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