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1. supermario-optimizer supermario-optimizer Public

   SMO (Super Mario Optimizer) is an ultra-memory-efficient PyTorch optimizer designed to solve the "Memory Wall" problem in Deep Learning. It reduces the optimizer state memory by 60-93% while retain…

   Python

2. dge-optimizer dge-optimizer Public

   A memory-efficient, gradient-free zeroth-order (derivative-free) optimizer designed to solve the "Curse of Dimensionality" in Black-Box optimization and memory-constrained Machine Learning. It prov…

   Python

3. k-alternatives-meta-algorithm k-alternatives-meta-algorithm Public

   k-Alternatives is a stochastic search algorithm designed to optimize combinatorial problems by exploring controlled deviations from a heuristic baseline. Originally designed for the Traveling Sales…

   JavaScript 1

4. attention-neuron attention-neuron Public

   A neural architecture framework exploring low-rank multiplicative gating, spectral orthogonal bases (DCT/Walsh), complex-valued phase mixers, and conformal geometry over frozen substrates. Learning…

   Python

5. soma soma Public

   SOMA: Sovereign Operative Memory Architecture — A cognitive operating system for long-horizon autonomous agents

   JavaScript

6. tiny-thinker tiny-thinker Public

   Un experimento educativo para construir, entrenar y evaluar un Modelo de Lenguaje Pequeño/Grande experimental **(~100M parámetros)** completamente desde cero usando PyTorch.

   Python