Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...
A complete implementation of automatic differentiation (autograd) engine using only NumPy, and training neural networks with it. Project/ ├── main.py # Main entry point (recommended) ├── autograd.py # ...
Welcome to the Python Learning Roadmap in 30 Days! This project is designed to guide you through a structured 30-day journey to learn the Python programming language from scratch and master its ...