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Peadar Coyle

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titleconferencedate
Variational Inference and PythonPyData London 20172017-05-05
Compares Markov Chain Monte Carlo to variational inference and demonstrates fitting a Bayesian neural network with PyMC3 and Edward, using ADVI and minibatch…
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Lies damned lies and statistics in PythonPyData London 20162016-05-06
Compares logistic regression implementations in Statsmodels scikit-learn and PyMC3 on the UCI Adult dataset, turning income into a >50k binary target (24%…
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The PyData map: Presenting a map of the landscape of PyData toolsPyData Amsterdam 20162016-03-12
A practical map of the PyData landscape that names tools and shows where each actually helps: pure Python and toolz for small fast work, NumPy/Pandas for…
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