Scikit-learn vs PyTorch: Which Should I Use?

What are the main differences between Scikit-learn and PyTorch?

Scikit-learn is primarily for traditional machine learning, while PyTorch is designed for deep learning and neural networks.

When should I use Scikit-learn instead of PyTorch?

Use Scikit-learn for simpler models and when you need quick implementations, like regression or classification.

Can I use PyTorch for tasks other than deep learning?

Yes, while PyTorch excels in deep learning, it can also be used for other tasks like reinforcement learning and even some traditional ML.

Which one is better for beginners?

Scikit-learn is generally easier for beginners due to its simpler API and focus on traditional ML methods.