Programming

Build and push a Rust project to Deta on GitHub Actions
Pushing Rust projects to Deta can require cross-compiling or timeout during the build process. Compiling on a Linux runner on GitHub Actions and pushing the artifact can solve both of these issues.
Last updated on Oct 6, 2023 4 min read Programming
Build and push a Rust project to Deta on GitHub Actions
Leveraging generic type hints of classes in Python
A simple introduction to generic type hints in Python and how to use them in classes.
Last updated on Jun 24, 2023 4 min read Programming
Leveraging generic type hints of classes in Python
Comparing ML/AI summarizations of papers
Automatically download and parse research articles then summarize them with various ML and AI models.
Comparing ML/AI summarizations of papers
PyMC3 MCMC performance with and without Theano's NumPy BLAS warning (updated with PyMC v4 comparison!)
Does the warning ‘Using NumPy C-API based implementation for BLAS functions’ from Theano when using PyMC3 affect the performance of MCMC?
Last updated on Jun 24, 2023 6 min read Programming
PyMC3 MCMC performance with and without Theano's NumPy BLAS warning (updated with PyMC v4 comparison!)
Type hinting a list subclass in Python with function overloading
How to support type hints of the dunder methods on your subclass of the built-in Python list using function overloading.
Last updated on Jun 24, 2023 7 min read Programming
Type hinting a list subclass in Python with function overloading
Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3
How to build a hierarchical model in PyMC3 with a mixture of centered and non-centered parameterizations to avoid the dreaded funnel degeneracies.
Last updated on Jun 24, 2023 19 min read Programming
Notebook Betancourt's post PyMC3 discourse PyMC3 doc
Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3
Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'
A brief description of the tools and process behind my recent analysis of data from a study of the ‘Facial Feedback Hypothesis’.
Last updated on Jun 24, 2023 6 min read Programming
Project Source Website distill rstanarm
Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'
Exploration of the latent input space of a Progressive Growing GAN
We trained a Progressive Growing GAN to produce realistic, yet novel, hand radiographs and explored its latent input space to identify an embedding of bone age.
Full Report Project repo GAN repo Interpolation Video
Exploration of the latent input space of a Progressive Growing GAN
Xcode Logger Notes
A few useful notes for using the logging system in Swift apps on Apple platforms.
Last updated on Jun 24, 2023 4 min read Swift, Programming
Xcode Logger Notes
Text Summarization App
A web application that summarizing text down to an adjustable percentage of the the most important sentences.
Application Source Follow
Text Summarization App