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

This project includes a variety of beginner-friendly Python exercises that cover essential programming concepts such as user input handling, basic algorithms, password validation, API requests, and ...

When I was new to programming, I focused way too much on learning the syntax, especially the brackets, the semicolons, and ...

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 ...

Abstract: Extracting effective information from massive data and mining potentially valuable relationships has become a hot topic in the current research field. Web crawler has the function of ...