$ jupyter kernelspec remove old_kernel
Kernel specs to remove:
old_kernel /home/felipe/.local/share/jupyter/kernels/old_kernel
Remove 1 kernel specs [y/N]: y
[RemoveKernelSpec] Removed /home/felipe/.local/share/jupyter/kernels/old_kernel