Python Playground

CPython 3.11 Sandboxed

00:00:00

Gradient descentCore

Fit y = wx + b and print the loss curve

Task Objective

Run the code, then halve the learning rate to 0.01 and re-run. Compare the final loss — smaller steps converge slower but steadier.

Preset Challenges

Gradient descent.py(Auto-saved to localStorage)

Press ▶ Run Code or ⌘/Ctrl+Enter to execute. Output will stream here.