https://nyxox-debug.github.io/nyxox/tags/deep-learning/ Recent content in Deep-Learning on Victor Hugo en-us Tue, 24 Feb 2026 00:00:00 +0000 https://nyxox-debug.github.io/nyxox/posts/projects/deep-learning-framework-scratch/ Tue, 24 Feb 2026 00:00:00 +0000 https://nyxox-debug.github.io/nyxox/posts/projects/deep-learning-framework-scratch/ <p>I use PyTorch every day at work. It&rsquo;s incredible - but I&rsquo;ve always wondered: how does it actually work under the hood? How does <code>backward()</code> actually compute gradients through a neural network?</p> <p>So I built my own minimal deep learning framework called <strong>Synap</strong>. It&rsquo;s written in C++ for performance, with Python bindings via pybind11. No external ML libraries - just raw tensor operations and automatic differentiation from scratch.</p>