2022

PyMC3 MCMC performance with and without Theano's NumPy BLAS warning (updated with PyMC v4 comparison!)

Feb. 11, 2022·1199 words·6 mins· loading · loading

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Non-linear model of serial dilutions with Stan

Jan. 22, 2022·1972 words·10 mins· loading · loading

Data Science R Stan Modeling Bayesian Data Analysis

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Jan. 16, 2022·865 words·5 mins· loading · loading

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2021

Type hinting a list subclass in Python with function overloading

Nov. 13, 2021·1360 words·7 mins· loading · loading

Dev Python Type Hinting Tutorial

Setting up Appwrite on DigitalOcean

Oct. 16, 2021·876 words·5 mins· loading · loading

Dev Hacktoberfest Tutorial App

Notes on 'Deep Work'

Sep. 18, 2021·3041 words·15 mins· loading · loading

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Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3

Jul. 16, 2021·3936 words·19 mins· loading · loading

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Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'

May. 30, 2021·1204 words·6 mins· loading · loading

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Feb. 16, 2021·730 words·4 mins· loading · loading

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2020

Creating a Streamlit web app, building with Docker + GitHub Actions, and hosting on Heroku

Dec. 24, 2020·1843 words·9 mins· loading · loading

Dev Python Docker App Tutorial