Abstract: Predicting demand for perishable products is a critical task in industries like retail and food services, where accurate forecasts are essential for optimizing inventory management and ...
This experiment set out to recreate a modern fruit taffy similar to Starburst using only tools and materials made from scratch. Instead of refined store-bought sugar, the process begins with ...
This project aims to detect and classify 16x16 pixel drawings into 10 categories (Sun, Moon, Tree, etc.) using linear and probabilistic models. The main focus was not just to use high-level libraries, ...
Abstract: This paper introduces a novel kernel-based formulation for the efficient uncertainty quantification of integrated circuits. The method combines the polynomial chaos expansion (PCE) and ...
Eric Gutiérrez, 6th February 2026. A Python implementation of a 1-hidden layer neural network built entirely from first principles. This project avoids deep learning libraries (like TensorFlow or ...
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