data science

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?

Bayesian Data Analysis

The steps I have taken to learn how to conduct Bayesian data analysis.

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.

Text Summarization App

A web application that summarizing text down to an adjustable percentage of the the most important sentences.

Sudoku Solver

A web application that solves [Sudoku puzzles] using linear integer programming.