The Machine Learning Advent Calendar Day 23: 1D CNN for Text in Excel

A novel implementation of a one-dimensional convolutional neural network (1D CNN) for text analysis has been developed entirely within Microsoft Excel, providing full transparency of its internal components. This approach allows users to visualize and understand each filter, weight, and decision-making process step-by-step, making complex deep learning operations accessible without specialized software.