positional-encoding-

This repository provides an education-oriented, mathematically faithful collection of positional encoding (PE) methods. Each implementation is written with an emphasis on mathematical clarity, transparent tensor operations, and conceptual fidelity to the original formulation.

Neural Network, Backpropagation, and Transformer Decoder