In Windows 10, go to your settings and select Network and Internet.
click on WiFi on the left side
Select "Manage Known Networks"
Left click on the network you see and select "Forget" in the dropdown box.
If your within range of a network in your neighborhood, then it will continue to be shown in your available networks... no available option to "Forget"