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johnathanalyst's Projects

certificates icon certificates

A collection of certificates I've earned outside of school.

chivington.github.io icon chivington.github.io

My personal blog, research portfolio, resume and more in the Unity UI application framework - a custom, native-app-like web application framework of my design.

chivington.net icon chivington.net

Custom web application for my portfolio/resume, built in my Unity framework.

coursera-deep-learning icon coursera-deep-learning

A five-course specialization covering the foundations of Deep Learning, from building CNNs, RNNs & LSTMs to choosing model configurations & paramaters like Adam, Dropout, BatchNorm, Xavier/He initialization, and others.

coursera-machine-learning icon coursera-machine-learning

Machine Learning course that covers the most effective ML techniques, the theoretical underpinnings of learning, the practical knowledge needed to quickly and powerfully apply these techniques to new problems, and best practices in innovation as it pertains to machine learning and AI.

cs231n icon cs231n

Assignments and projects for CS231n: Convolutional Neural Networks for Visual Recognition

data-structures-c icon data-structures-c

Various data structures, such as linked lists, maps, stacks and tries, implemented in the C programming language.

edge-net icon edge-net

A MicroPython framework implemented for the ESP8266 SoC platform used for rapidly prototyping and building custom networked embedded automation projects involving sensing, lighting, actuation, etc.

embedded-dl icon embedded-dl

Minimal C deep learning framework, optimized for portability and hardware efficiency.

excel-net icon excel-net

A neural network in a single Excel spreadsheet.

flowstate icon flowstate

Combined GUI framework & state management engine I developed, based on React & Redux

hungry-hungry-doggos icon hungry-hungry-doggos

A raspberry pi based automation system for dispensing food, water and treats for my pup while I'm at work.

literature-archive icon literature-archive

Books, research papers, textbooks, articles, references (e.g., periodic table), etc. for permanent archival.

mr.-clean-droid icon mr.-clean-droid

An autonomous drone for lazy humans that detects household items you need to pick up!

nand2tetris icon nand2tetris

A two-course MOOC focused on building a modern computer system - from constructing elementary logic gates all the way through creating a fully functioning general purpose computer.

neural-network-performance-analyzer icon neural-network-performance-analyzer

Deploy multiple neural network architectures quickly, view and record performance metrics, record trained weights for application deployment and/or to load into further training sessions later. Video demo in finance AI series on YouTube.

open-phone icon open-phone

The Open Phone is an open source, modular phone that gives users their choice of full PC operating system, and hardware components like screen, camera, battery, usb ports, etc. It is designed with security and privacy in mind and features a hardware power switch for the LTE radio. The Open Phone is also the perfect device for electronics engineers and hobbyists, as it features a full 40-pin GPIO header.

practice icon practice

Just a place to put practice exercises.

reckon icon reckon

Reckon is a multi-domain data analytics platform for curating datasets, performing inference tasks, and enabling users to gain valuable insights into their individual sets of structured and unstructured data.

templates icon templates

Project templates for various programming languages.

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