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Colin Carroll

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titleconferencedate
JAX for BayesPyData NYC 20222022-11-09
Implements a regression-for-classification on a small golf dataset across five model libraries and runs inference with four inference libraries (JAX-backed…
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Getting started with automatic differentiationPyCon US 20202020-04-15
Explains how automatic differentiation computes exact derivatives and scales to millions of parameters, demonstrates gradient computation and repeated grad…
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Building a maintainable plotting library-PyData NYCPyData New York City 20192019-11-04
Concrete how-to for making reusable plotting code: use matplotlib rcParams style files for lab-wide defaults, wrap plotting into functions that accept an ax=…
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Fighting Gerrymandering with PyMC3PyCon 20182018-05-11
Bayesian hierarchical ecological inference (King‑Rosen‑Tanner style) gets implemented with PyMC3 implementation to produce precinct‑level posterior…
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Improved Workflow With Isolated Jupyter EnvironmentsO’Reilly Jupyter Pop-up Boston 20182018-03-21
A tiny tool called Callisto wires a virtualenv or conda env into JupyterLab so a notebook gets a kernel named for that environment; two commands are all that’s…
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