[NeurIPS 2025] Official code for "Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms"
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Updated
May 21, 2026 - Python
[NeurIPS 2025] Official code for "Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms"
[ICLR 2026] Polynomial, trigonometric, and tropical activations
feyntrop integrates Feynman graphs using tropical sampling
Tools and experiments from the paper "Tropical Expressivity of Neural Networks"
Some Tropical Matrices
A Julia package for computing bounds on the number of roots of vertical systems via tropical geometry.
[ECCV2026] TetraSDF: Analytic Isosurface Extraction with Multi-resolution Tetrahedral Grid
Numerical decomposition of real and complex tropical curves
A package for computing fast tropical intersections
Structural Intelligence: Regulating Artificial Neural Networks via the Geometric Roots of Graph Domination Polynomials.
TropicalHomotopies.jl: A package for constructing polynomial homotopies from tropical intersection data
via AK High-Dimensional Projection Structural Theory (AK-HDPST) This repository presents Version 4.0 of a formally structured and constructively resolved version of the Hilbert's 12th Problem, built upon: Collapse Theory (PH₁/Ext¹ obstruction vanishing) Type-theoretic realization
Tropical geometry for neural networks — max-plus semiring, tropical polynomials, Newton polytopes, tropical attention
🔺 Sound design via tropical geometry — tropical polynomials map to ReLU networks, Newton polytopes shape timbre
Portable face-selection law for singular asymptotics at simple polyhedral vertices. Newton–tropical selection of admissible faces yields the response exponent γ = 1/(1−q*). Formal theorems + exact rational backend. Origin: categorical polytopes; applications: evaluation design.
TropicalNNLab — Interactive Tropical Geometry & Neural Network Theory Laboratory. 6 modules: Tropical Arithmetic, ReLU↔Tropical Bridge, Linear Region Cartographer, Decision Boundary Anatomy, Newton Polytope Workshop, Expressiveness Explorer.
A unifying logarithmic framework connecting dimension theory, number theory, and analysis
Tropical geometry connectivity algorithms and minimal separators (C++).
NumPy-based tropical geometry and phylogenetic MLOps pipeline for viral RNA/DNA sequences
Tropical Sensitivity Scores
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