Now you can download and install Kali Linux directly from the Microsoft App Store on Windows 10 just like any other application:

First install the Linux subsystem and restart:

You can even do the same by opening PowerShell as Administrator and running the following command and restart your computer.

Enable-WindowsOptionalFeature -Online -FeatureName Microsoft-Windows-Subsystem-Linux