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bwengals / final-report2018.md
Created August 14, 2018 05:16
GSOC 2018 final report

GSOC 2018 Summary

This summer I focused primarily on improvements to the PyMC3 Gaussian process module. These items include support for multiple observations, additional capabilities for larger data sets, a "Latent" Kronecker implementation, and additional supporting documentation and in-depth examples.

Currently, the Latent Kronecker implementation is ready to merge pending a final review. All tests are passing and the example runs smoothly. The pull request is here, with the demo here.

@bwengals
bwengals / DTC_latent.ipynb
Created April 3, 2018 01:56
DTC for latent GP, non-normal likelihoods
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bwengals / testing_JM_pr.ipynb
Last active January 30, 2018 03:32
testing_JM_pr.ipynb
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bwengals / gp-testing.ipynb
Last active July 8, 2017 02:46
some simple gp tests
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bwengals / mvnormal-reparam.ipynb
Last active June 29, 2017 22:39
reparameterizing mvnormal
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bwengals / gp_testing.ipynb
Last active June 16, 2017 04:56
Testing the FITC approximation code
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bwengals / gp_poisson.ipynb
Created March 19, 2017 10:13
poisson gp regression of old faithful histogram data fitted with pymc3
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bwengals / greek_alphabet.py
Created March 19, 2017 08:06 — forked from beniwohli/greek_alphabet.py
A Python dictionary mapping the Unicode codes of the greek alphabet to their names
greek_alphabet = {
u'\u0391': 'Alpha',
u'\u0392': 'Beta',
u'\u0393': 'Gamma',
u'\u0394': 'Delta',
u'\u0395': 'Epsilon',
u'\u0396': 'Zeta',
u'\u0397': 'Eta',
u'\u0398': 'Theta',
u'\u0399': 'Iota',