2022
Experimenting with multi-level and hierarchical splines in PyMC
·8468 words·40 mins·
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Data Science
Python
Statistics
Bayesian
Modeling
PyMC3 MCMC performance with and without Theano's NumPy BLAS warning (updated with PyMC v4 comparison!)
·1199 words·6 mins·
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Dev
Data Analysis
Bayesian
PyMC
Python
Modeling
Non-linear model of serial dilutions with Stan
·1972 words·10 mins·
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Data Science
R
Stan
Modeling
Bayesian
Data Analysis
SwiftBar plugin for storing text snippets
·865 words·5 mins·
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Dev
Python
App
Productivity
2021
Type hinting a list subclass in Python with function overloading
·1357 words·7 mins·
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Dev
Python
Type Hinting
Tutorial
Setting up Appwrite on DigitalOcean
·877 words·5 mins·
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Dev
Hacktoberfest
Tutorial
App
Notes on 'Deep Work'
·3041 words·15 mins·
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Hobbies
Productivity
Notes
Books
Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3
·3934 words·19 mins·
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Data Science
Python
Bayesian
PyMC
Data Analysis
Modeling
Statistics
Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'
·1204 words·6 mins·
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R
Bayesian
Data Analysis
Xcode Logger Notes
·730 words·4 mins·
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Dev
Swift
Notes
Tutorial