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Python

2024

Using a progress bar while multiprocessing in Python
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Dev Tutorial Python
Caution when using Python's `Final` type hint on mutable objects.
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Dev Tutorial Python Type Hinting
Quickstart for playing with LLMs locally
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Dev Tutorial ML/AI Python

2023

Leveraging generic type hints of classes in Python
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Dev Python Type Hinting Programming Tutorial

2022

Dirichlet Regression with PyMC
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Dev Bayesian PyMC Data Analysis Modeling Statistics Python
Experimenting with multi-level and hierarchical splines in PyMC
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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!)
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Dev Data Analysis Bayesian PyMC Python Modeling
SwiftBar plugin for storing text snippets
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Dev Python App Productivity

2021

Type hinting a list subclass in Python with function overloading
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Dev Python Type Hinting Tutorial
Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3
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Data Science Python Bayesian PyMC Data Analysis Modeling Statistics