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															@@ -49,9 +49,10 @@ Starting Jupyter will automatically open it in your browser. 
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															 .JupyterLab Web Application 
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															 .JupyterLab Web Application 
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															 image::images/jupyterlab-welcome.png[width="90%"] 
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															 image::images/jupyterlab-welcome.png[width="90%"] 
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															 If you want to reopen it at any later point, you can point your browser to `\http://localhost:8888/lab` and it will reload the last state of the workbench before you closed it. 
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															 If you want to reopen it at any later point, you can point your browser to `\http://localhost:8888/lab` and it will reload the last state of the workbench before you closed it. 
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															-There are a couple of additional options you can use, the two most convenient are listed below. 
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															+There are a couple of additional startup options you can use, the two most convenient are listed below. 
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															 * `--no-browser`, do not open a browser tab/window 
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															 * `--no-browser`, do not open a browser tab/window 
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															 * `--notebook-dir=_path_`, where to load notebooks and kernels from 
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															 * `--notebook-dir=_path_`, where to load notebooks and kernels from 
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															@@ -92,6 +93,27 @@ Installed kernelspec sklearn-16 in /foo/bar/baz/Jupyter/kernels/sklearn-16 
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															 Do the same for the other environments. 
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															 Do the same for the other environments. 
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															+[subs="+quotes"] 
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															+---- 
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															+(sklearn-16) $ *mamba activate pytorch-26* 
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															+(pytorch-26) $ *pip install ipykernel* 
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															+... 
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															+(pytorch-26) $ *python -mipykernel install --user --name=pytorch-26* 
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															+... 
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															+(pytorch-26) $ *mamba activate tf-216* 
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															+(tf-216) $ *pip install ipykernel* 
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															+... 
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															+(tf-216) $ *python -mipykernel install --user --name=tf-216* 
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															+... 
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															+---- 
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															 As you register additional kernels, you will see them show up in the JupyterLab web application. 
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															 As you register additional kernels, you will see them show up in the JupyterLab web application. 
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															+.JupyterLab With Installed Kernels 
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															+image::images/jupyterlab-kernels.png[width="90%"] 
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															 Once you open a notebook, you can select the kernel you need to run it with in the top-right corner menu. 
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															 Once you open a notebook, you can select the kernel you need to run it with in the top-right corner menu. 
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															+.Kernel Selection for a SciKit-Learn 1.6 Notebook 
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															+image:images/jupyterlab-notebook.png[width="100%"] 
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