Skip to content

Instantly share code, notes, and snippets.

View AustinRochford's full-sized avatar

Austin Rochford AustinRochford

View GitHub Profile
@AustinRochford
AustinRochford / revisit_bayes_survival.ipynb
Last active May 5, 2024 23:36
Revisiting Bayesian Survival Analysis in Python with PyMC
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / Bayesian Survival Analysis.ipynb
Last active May 5, 2024 23:32
Bayesian Survival Analysis PyMC3 Tutorial
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / pymc3-fosscon2017.ipynb
Last active November 10, 2023 03:18
Open Source Bayesian Inference in Python with PyMC3
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / MRPyMC3.ipynb
Last active October 9, 2023 01:49
MRPyMC3-Multilevel Regression and Poststratification with PyMC3
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / pydata_dc_2016_vi_in_python.ipynb
Last active October 28, 2022 13:00
PyData DC 2016 Variational Inference in Python
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / thoughtless.ipynb
Created October 7, 2022 11:23
Learning to Be Thoughtless in Python with Mesa
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / chol_closed.ipynb
Last active September 25, 2022 19:11
A Closed-form Solution for the Cholesky Decomposition of the Covariance Matrix of Exchangeable Normal Variables
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / pymc3_bsplines.ipynb
Last active September 15, 2022 21:08
PyMC3 BSplines
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / oss-bayes-python-pymc3-odsc-east-2020.ipynb
Last active September 14, 2022 00:07
The HMC Revolution is Open Source - Probabilistic Programming with PyMC3
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@AustinRochford
AustinRochford / apc-pymc.ipynb
Created August 23, 2022 16:59
Bayesian Age/Period/Cohort Models in Python with PyMC
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.