GoNimbus Practice Lab — Machine Learning

Practice lab — Machine learning

ML fundamentals implemented from scratch in plain Python — no libraries, just the math. Graded instantly in your browser, with a small tolerance for rounding.

Results are graded with a small numeric tolerance, so minor rounding differences won’t count against you.

python

New problem

Define your own function and test cases, and try it right away. It’s added to the list for this session. Numeric results are compared with a small tolerance automatically.

Title

Difficulty

Prompt shown to solvers (HTML allowed, e.g. <code> tags)

Function name

Starter code shown in the editor

Test cases — JSON array of {“args”: […], “expected”: …}