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Robert Layton

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Learning TensorFlowPyCon AU 2016 Science and Data Miniconf2016-08-12
Overview of TensorFlow basics with code: building Variables, Placeholders, Custom Functions as graph nodes, using a session to run parts of the graph, and…
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Predicting sports winners using data analytics with pandas and scikit-learnPyCon Australia 2015 Science/Data Miniconf2015-07-31
Uses pandas to pull box scores from basketball-reference and scikit-learn to build models; creates features like last-game result, win streak, head-to-head…
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Text mining online data with scikit-learnPyCon Australia 20142014-08-01
Uses Python 3 and scikit-learn to turn online text into features and shows what actually moves metrics: a count vectorizer bag‑of‑words baseline plus a support…
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scikit-learn, machine learning and cybercrime attributionPyCon Australia 20132013-07-05
Uses scikit-learn and custom pipelines to extract text and character n‑gram features and cluster phishing sites, then ensembles many parameter sets with an EAC…
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