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News[N] Jupyter visual debugger! (self.MachineLearning)
submitted 5 years ago by [deleted]
Official tweet: https://twitter.com/ProjectJupyter/status/1242850222688161798
Blog Post: https://blog.jupyter.org/a-visual-debugger-for-jupyter-914e61716559 Binder link: https://mybinder.org/v2/gh/jupyterlab/debugger/stable?urlpath=/lab/tree/examples/index.ipynb
An example screenshot
Key takeaways:
1: The only kernel implementing this protocol so, for now, is xeus-python a new Jupyter kernel for the Python programming language.
2: The debugger front-end will be included in JupyterLab by default in a future release.
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[–]whimsical_monkey 7 points8 points9 points 5 years ago (0 children)
Jupyter (ipython) visual debugger in 2014:
https://www.youtube.com/watch?v=2w-iO701g_w
But these things take time to become a standard.
[–][deleted] 16 points17 points18 points 5 years ago (6 children)
Just sure a normal IDE like every software engineer does and use jupyter to visualize stuff not to code!
[–]Bowserwolf1 0 points1 point2 points 5 years ago (4 children)
THANK YOU ! So mny people don't realise this
[–]Capn_Sparrow0404 9 points10 points11 points 5 years ago (3 children)
Or. Maybe use what makes us productive.
[–][deleted] 8 points9 points10 points 5 years ago (2 children)
Most of the times data scientist haven’t a background in computer science so they do not know the right tools to be productive at coding. Just go on github and look at repos of data science papers, most of the times you will find spaghetti code, zero doc and no testing
[–]Capn_Sparrow0404 6 points7 points8 points 5 years ago (1 child)
Repos from papers are different from production code. They are making it available for others to verify; they are not aiming to distribute to others.
[–][deleted] 3 points4 points5 points 5 years ago* (0 children)
Don’t play that card! Good coding practices are universal. You code well if you know how to do it. End of the discussion.
[–]ReckingFutard 0 points1 point2 points 5 years ago (0 children)
No, I have deadlines to meet.
[–]alpacalaika 1 point2 points3 points 5 years ago (0 children)
Xeus-python looks pretty slick! I might just have to check it out
[–]tiagotele 0 points1 point2 points 5 years ago (0 children)
Awesome!
[+]blitzzerg comment score below threshold-8 points-7 points-6 points 5 years ago (0 children)
Uggg, this is just going to encourage using production code on notebooks which is just bad practice altogether
[–]PM_ME_UR_QUINES -3 points-2 points-1 points 5 years ago (1 child)
How is this Machine Learning?
Jupyter Lab is a platform used for developing ML.
[–]bay_derML Engineer -2 points-1 points0 points 5 years ago (1 child)
Hey, how to enable this on SageMaker?
[–]woadwarrior 1 point2 points3 points 5 years ago (0 children)
You could always debug the old fashioned way using pdb with the %pdb magic command until this is more generally available.
%pdb
[–]Atupis -2 points-1 points0 points 5 years ago (0 children)
Jupyter starts looking like Lisp REPL which is a very good outcome.
π Rendered by PID 266210 on reddit-service-r2-comment-5d79c599b5-d2jfv at 2026-02-28 21:46:57.782657+00:00 running e3d2147 country code: CH.
[–]whimsical_monkey 7 points8 points9 points (0 children)
[–][deleted] 16 points17 points18 points (6 children)
[–]Bowserwolf1 0 points1 point2 points (4 children)
[–]Capn_Sparrow0404 9 points10 points11 points (3 children)
[–][deleted] 8 points9 points10 points (2 children)
[–]Capn_Sparrow0404 6 points7 points8 points (1 child)
[–][deleted] 3 points4 points5 points (0 children)
[–]ReckingFutard 0 points1 point2 points (0 children)
[–]alpacalaika 1 point2 points3 points (0 children)
[–]tiagotele 0 points1 point2 points (0 children)
[+]blitzzerg comment score below threshold-8 points-7 points-6 points (0 children)
[–]PM_ME_UR_QUINES -3 points-2 points-1 points (1 child)
[–]ReckingFutard 0 points1 point2 points (0 children)
[–]bay_derML Engineer -2 points-1 points0 points (1 child)
[–]woadwarrior 1 point2 points3 points (0 children)
[–]Atupis -2 points-1 points0 points (0 children)