Monitor performance issues & errors in your code
1M Jupyter notebooks analyzed
Episode #171,
published Sun, Jul 29, 2018, recorded Fri, Jul 6, 2018
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Jupyter notebooks have transformed the way many developers and data scientists do their jobs. They offer a platform to not just explore but to explain data and computation.
But how are they *really* being used? Adam Rule is here to describe his research (and Ph.D. dissertation) which analyzed over 1M Juypter notebooks found in the wild.
Links from the show
But how are they *really* being used? Adam Rule is here to describe his research (and Ph.D. dissertation) which analyzed over 1M Juypter notebooks found in the wild.
Links from the show
Adam Rule: adamrule.com
1 Million Notebooks Paper (official): dl.acm.org
1 Million Notebooks Paper (pre-print): adamrule.com/files
Analysis Notebooks for Paper: github.com/
Dataset for Paper: library.ucsd.edu
Atlantic Article - The Scientific Paper is Obsolete: theatlantic.com
Episode transcripts: talkpython.fm
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1 Million Notebooks Paper (official): dl.acm.org
1 Million Notebooks Paper (pre-print): adamrule.com/files
Analysis Notebooks for Paper: github.com/
Dataset for Paper: library.ucsd.edu
Atlantic Article - The Scientific Paper is Obsolete: theatlantic.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy
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