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Sam Hames

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titleconferencedate
A Recent History of Python Through Stack Overflow Questions and AnswersPyCon AU 20232023-08-18
A concrete claim: an open source package builds interactive text analytics over the full Stack Overflow dump (95 GB XML) by clustering words rather than…
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You don't always need NumPyPyCon AU 20192019-08-02
Claim: many non-numeric parts of a workflow are faster to build and more robust with standard Python or small focused tools than forcing everything into NumPy…
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Tutorial: A Practical Introduction To Machine LearningPyCon AU 20162016-08-12
730 infrared grayscale bee-tag images at 24x24 pixels are loaded into numpy arrays, cropped to 16x16 (576 features) and labeled 0/1/2 for…
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Automated Scientific Pipelines With DoitPyCon Australia 2015 Science/Data Miniconf2015-07-31
doit is a Python task manager that claims to replace Make with pure Python task definitions and can run as a CLI or via its API. examples show a dodo.py that…
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