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word2vec From Scratch
2021-11-12
Implementing word2vec from scratch starting with equations, simple numpy implementatoin, and transition to equivalent pytorch implementations.
A Nontraditional Introduction to pytorch
2020-07-24
Incrementally building a trivial iterative solver for a linear systems of equations with pytorch
Introduction to PR and ML (Part 5): CNN Example
2020-04-10
Minimal Convolution Neural Network (CNN) intro to implementation from scratch in 30 minutes
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Introduction to PR and ML (Part 4): Intro to Clustering
2019-10-22
Gaussian Mixture Models
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Introduction to PR and ML (Part 3): Classification
2019-10-20
Probabilistic and Generative Models, and Neural Networks, Gaussian Mixture Models
Introduction to PR and ML (Part 2): Regression
2019-09-08
Evidence Approximation, Expectation Maximization, and Variational Inference
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Introduction to PR and ML (Part 1): Regression
2019-06-30
A point of departure and intro to machine learning with application to regression
Static Website on AWS S3 Using CFN
2019-06-02
Cloudformation templates for hosting HTTPS sites
Setting up QT + Android — Revisited
2019-05-06
CLI setup of QT 5.12 for Android applications
JEOS, OpenSUSE, and RPI
2018-11-10
Just Enough OS (JEOS) for Raspberry Pi Zero with WiFi fix
Learning from past mistakes: Delphi
2018-08-16
The rise and fall of Delphi
Working with CC3200 chip on Linux
2017-08-26
CC3200 WiFi SDK on Linux with GDB and OpenOCD
IDE-like Emacs for C, C++, Python, Node.js
2017-08-18
Rtags (+GDB), Jedi, and Tern
Fedora to OpenSUSE migration
2017-08-15
Transitioning from Fedora to OpenSUSE TW for development
Minimal RPI cam server
2017-05-30
A minimal DIY cam server implementation on Raspberry Pi using Node.js
Setting up QT + Android
2017-05-28
Setting up QT 5.6 for Android
DIY static CMS using Node.js
2017-05-25
A DIY Content Management System (CMS) for managing static websites
Fundamental Solutions and DFT
2015-08-20
Fundamental solution approximation using the Discrete Fourier Transform