Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...

read_file: Read file contents with flexible line range control edit_file: Make precise edits to files with clear instructions Supports complete file replacement ...

When I was new to programming, I focused way too much on learning the syntax, especially the brackets, the semicolons, and the code structuring. As a result, when I tried to solve problems, I faced ...

On February 2nd, 2025, computer scientist and OpenAI co-founder Andrej Karpathy made a flippant tweet that launched a new phrase into the internet’s collective consciousness. He posted that he’d ...

julia.py This code displays the Julia set. It uses the kandinsky module. mandelbrot_nap0.py There is a official Numworks Mandelbrot script. This is a different version made from scratch. Uses the ...