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You can go into the command Juptyer: Filter Kernels (its easiest to use the GUI to add the values into the settings file rather than manually updating it)

from there select what you would like to see and unselect what you don't want to see in the list of kernels.
This filter applies per workspace, if you want this setting to apply across your machine, then copy the value "jupyter.kernels.filter": [ from your workspace .vscode/settings.json into your user settings file.

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Answer selected by mertgoksel
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