Practice · Paper → Workbook
From paper to runnable notebook — in one click
Reading a paper and implementing it are two different skills. PaperNova turns any research paper into a scaffolded workbook: beginner-friendly warm-ups, core exercises that rebuild the paper's main idea, and advanced extensions — all shipped as a downloadable Jupyter notebook.
01
Structured outline
A plain-English breakdown of the paper's core idea, prerequisites and the concepts you'll need to implement it.
02
Exercise-wise plan
Five to ten hands-on tasks, from a toy warm-up to a faithful subset of the paper's main experiment. Each exercise has a concept, a prompt, a code stub and a hidden reference solution.
03
Runnable .ipynb
Download the notebook and open it in Jupyter or VS Code. Every cell matches what you see in the browser reader.