- Sample posteriors with SVI in numpyro
- In this example, we have an observed stellar spectrum that we would like to fit as a mixture of models for one cool and one hot stellar spectrum. We have two PHOENIX model stellar spectra which bracket the solar effective temperature, and a publicly available "observed" solar spectrum.
- How to compute leave-one-out cross validation stats for a numpyro (jax) model with a Gaussian process from celerite2
- Based on the Leave-One-Out article in the stan docs
- Pareto smoothed importance sampling leave-one-out cross validation
- In this tutorial, we will construct a linear model with numpyro and carry out Pareto-Smoothed importance sampling Leave-One-Out Cross Validatio
Brett M. Morris bmorris3
bmorris3
/ gwcs-profiling.ipynb
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March 3, 2025 19:26
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bmorris3
/ cobalt-glue-demo.ipynb
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February 3, 2025 19:00
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bmorris3
/ imviz-table-as-data.ipynb
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December 12, 2024 18:14
Loading astropy tables as Data entries in jdaviz
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bmorris3
/ stpubdata-s3-download-rate.ipynb
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August 13, 2024 18:55
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bmorris3
/ cubeviz-spec-extract-validation.ipynb
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July 29, 2024 15:31
Science validation for cubeviz spectral extraction in spacetelescope/jdaviz#3088
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bmorris3
/ roman-imviz-rsp-2024-june-catalog.ipynb
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June 27, 2024 20:00
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bmorris3
/ shone-pr-11.ipynb
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May 30, 2024 15:40
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bmorris3
/ light-curve-fitting-demo.ipynb
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December 14, 2023 14:06
Light curve fitting demo notebook for @nnicolesanchez
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bmorris3
/ fleck-jax.ipynb
Created
November 29, 2023 21:07
Jax implementation of fleck, available in this branch: https://github.com/bmorris3/fleck/tree/jax
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bmorris3
/ stats-tutorials.md
Last active
November 2, 2023 19:46
Stats tutorials that I've written and taught at talks, conferences, or workshops.
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