What are the differences between IPython magic commands?

What are the differences between IPython magic commands?

IPython magic commands are special commands prefixed with % or %% that enhance the functionality of the IPython shell. They can be categorized into line magics (single %) and cell magics (double %%). Line magics operate on a single line of input, while cell magics can operate on multiple lines.

Can you give me examples of line and cell magics?

Sure! An example of a line magic is %time, which measures the execution time of a single statement. A cell magic example is %%timeit, which times the execution of an entire cell of code.

Are there any other types of magic commands?

Yes, there are several other types, including system magics that allow you to interact with the operating system, and file magics that help with file operations. For instance, %run is used to run Python scripts.

How do I see a list of all available magic commands?

You can use the command %lsmagic in an IPython environment to see a list of all available magic commands.