This project is a hands-on implementation of a complete neural network framework from the ground up. Using only Python and NumPy, this project demystifies the inner workings of deep learning by ...

A technical paper titled “Training neural networks with end-to-end optical backpropagation” was published by researchers at University of Oxford and Lumai Ltd. “Optics is an exciting route for the ...

Here’s a quick library to write your GPU-based operators and execute them in your Nvidia, AMD, Intel or whatever, along with my new VisualDML tool to design your operators visually. This is a follow ...

A from-scratch implementation of feedforward neural networks in pure NumPy, built as part of the Artificial Intelligence fundamentals course at the Università degli Studi di Parma. The project ...