Implementing word2vec from scratch starting with equations, simple numpy implementatoin, and transition to equivalent pytorch implementations.

Incrementally building a trivial iterative solver for a linear systems of equations with pytorch

Minimal Convolution Neural Network (CNN) intro to implementation from scratch in 30 minutes

Gaussian Mixture Models

Probabilistic and Generative Models, and Neural Networks, Gaussian Mixture Models

Evidence Approximation, Expectation Maximization, and Variational Inference

A point of departure and intro to machine learning with application to regression

Cloudformation templates for hosting HTTPS sites

CLI setup of QT 5.12 for Android applications

Just Enough OS (JEOS) for Raspberry Pi Zero with WiFi fix

The rise and fall of Delphi

CC3200 WiFi SDK on Linux with GDB and OpenOCD

Rtags (+GDB), Jedi, and Tern

Transitioning from Fedora to OpenSUSE TW for development

A minimal DIY cam server implementation on Raspberry Pi using Node.js

Setting up QT 5.6 for Android

A DIY Content Management System (CMS) for managing static websites

Fundamental solution approximation using the Discrete Fourier Transform