Tag

non-Euclidean geometry

1 views collected around this technical thread.

Model Perspective
Model Perspective
Jul 4, 2024 · Fundamentals

Unlock Your Inner Mathematician: Exploring Voronoi, Graph Theory, and More

The article invites readers to revive the mathematician, physicist, economist and other scholarly personas within themselves, showing how interdisciplinary concepts such as Voronoi diagrams, graph theory, knot theory, non‑Euclidean geometry, fuzzy logic and fractal dimensions can enrich everyday problem‑solving and inspire a love of mathematics.

InterdisciplinaryVoronoi diagramfractal dimension
0 likes · 21 min read
Unlock Your Inner Mathematician: Exploring Voronoi, Graph Theory, and More
Alimama Tech
Alimama Tech
Nov 3, 2021 · Artificial Intelligence

Curvature Learning Framework (CurvLearn): A TensorFlow‑Based Library for Non‑Euclidean Deep Learning

CurvLearn is a TensorFlow-based open-source library enabling deep learning on curved manifolds (hyperbolic, spherical, mixed) with manifold implementations, Riemannian operations, optimizers, and distributed training, and it has been applied to recommendation, graph, and NLP tasks while providing custom ANN tools and practical training tips.

Curvature LearningManifold OptimizationTensorFlow
0 likes · 13 min read
Curvature Learning Framework (CurvLearn): A TensorFlow‑Based Library for Non‑Euclidean Deep Learning