joshiayush.ai

A lightweight implementation of machine learning and deep learning algorithms built from the ground up using NumPy and PyTorch.

The goal is to learn by implementing — each algorithm is crafted manually, diving into the mathematics that underpins it rather than relying on existing abstractions.

Get Started

• Deep Learning Roadmap — curated resources for every concept
• Machine Learning — core ML fundamentals
• API Reference — Python package docs

Contributing

Follow the Google documentation style guide.