Keras vs PyTorch: which is better for prototyping?

Keras offers rapid development through simple APIs and minimal code, making it ideal for fast model prototyping and iteration. PyTorch’s dynamic computation graph and Pythonic interface also accelerate prototyping - plus it’s popular in research settings. Both excel at prototyping, but Keras is often considered a little easier for beginners building prototypes.