Module hyperbolic 

Hyperbolic Attention Module

Implements attention mechanisms in hyperbolic space using:

• Poincaré ball model (traditional)
• Lorentz hyperboloid model (novel - faster, more stable)

Re-exports

pub use poincare::exp_map;

pub use poincare::frechet_mean;

pub use poincare::log_map;

pub use poincare::mobius_add;

pub use poincare::mobius_scalar_mult;

pub use poincare::poincare_distance;

pub use poincare::project_to_ball;

pub use hyperbolic_attention::HyperbolicAttention;

pub use hyperbolic_attention::HyperbolicAttentionConfig;

pub use mixed_curvature::MixedCurvatureAttention;

pub use mixed_curvature::MixedCurvatureConfig;

pub use lorentz_cascade::busemann_score;

pub use lorentz_cascade::einstein_midpoint;

pub use lorentz_cascade::horosphere_attention_weights;

pub use lorentz_cascade::lorentz_distance;

pub use lorentz_cascade::lorentz_inner;

pub use lorentz_cascade::project_hyperboloid;

pub use lorentz_cascade::CascadeHead;

pub use lorentz_cascade::LCAConfig;

pub use lorentz_cascade::LorentzCascadeAttention;

Modules

hyperbolic_attention

Hyperbolic Attention Mechanism using Poincaré ball model

lorentz_cascade

Lorentz Cascade Attention (LCA) - A Novel Hyperbolic Attention Mechanism

mixed_curvature

Mixed-Curvature Attention combining Euclidean and Hyperbolic spaces

poincare

Poincaré Ball Model Operations for Hyperbolic Geometry