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Birb Cam Grad-CAM
Gaining insight into what the Birb Cam Sees with Grad-CAM
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Sharing Birb Cam Observations with the World Through iNaturalist
Integrating iNaturalist into the Birb Cam using pyinaturalist
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Birb Cam
Automated Bird Watching with Computer Vision.
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Hockey Modeling - Less Code, More Math! (Part 4)
The mathematics that make my updated hockey model work. Predicting if a win is in shootout or overtime from the model variables.
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Hockey Modeling - Less Code, More Math! (Part 3)
The mathematics that make my updated hockey model work. Predicting the home team win probability in overtime or shootout from model variables.
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Hockey Modeling - Less Code, More Math! (Part 2)
The mathematics that make my updated hockey model work. Predicting the regulation time score probabilities from the model variables.
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Hockey Modeling - Less Code, More Math! (Part 1)
The mathematics that make my updated hockey model work. Incorporating win/loss data using probability theory and calculus.
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Modeling the NHL Better
Leveraging Bayesian updating effectively to create a more responsive hockey game prediction model.
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Adventures In DevOps: CICD Pipelines
How I use AWS CodePipeline, CodeBuild, and CloudFormation to continuously deploy this blog and automatically update from commits to the master branch on GitHub!
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A Puzzling Proposal
The set of puzzles I designed and made my fiance solve to find the site of my marriage proposal. Can you solve them?
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Visuair
A cloud based data analytics application for extrapolating air quality data. Completed for the Georgia Tech OMSA course CSE 6242 - Data and Visual Analytics.
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Going Serverless
A serverless blog architecture using a public website S3 bucket and AWS lambda functions to reduce hosting costs and make it easier to update with new content!
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Modeling the NHL
Using Python and a PyMC3 based Bayesian hierarchical Poisson regression model to infer relative NHL team strengths and predict the outcomes of future games.
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Is Home Ice Advantage in the NHL Real?
A statistical analysis of home ice advantage in the NHL using Python for data acquisition and R for analysis. Models; Chi-Squared Goodness of Fit test, Wilcoxon Signed Rank test, Generalized Poisson Regression, Two-Way ANOVA.
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Attacking My MNIST Neural Net With Adversarial Examples
Exploring the limits and fragility of my Keras MNIST digit Convolutional Neural Network through the use of adversarial examples with CleverHans
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What Does my MNIST ConvNet Actually See?
A deeper understanding of my Convolutional Neural Network through the visualization of filters in the hidden layers with NumPy and Matplotlib
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Handwritten Digit Recognition with Keras
A Convolutional Neural Network using Keras and TensorFlow that ranks well in the Kaggle MNIST handwritten digit challenge
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A Bayesian Analysis of My D&D Dice
An R based shiny app using Bayesian probability analysis to assess dice fairness. Know that they're fair! Or confirm that they're not! ;)
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Alberta's Drilling History Visualized
An R script that plots and animates the history of oil and gas drilling activity in Alberta using ST37 data retrieved via my aertidywells R package.
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Solving Sudokus and Making an App
An Android App written in Java and Go that solves sudoku puzzles using Donald Knuth's Dancing Links algorithm.
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My Life As A Quant: A Neopets Stock Market Bot.
A Python script for web scraping and interaction that programatically plays the Neopets stock market game... and earns a lot of Neopoints in the process!
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Electric Longboards and Adrenaline Rushes
Using a kit from diyelectricskateboard.com and other RC vehicle parts I turned an Earthwing long board deck into a high powered electric vehicle.
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Mapping Oil and Gas Incidents in Alberta: Improvements
Using Google Maps, JavaScript, JQuery, PHP, and MySQL I have created an improved iterative map for exploring historical oil and gas spill records in Alberta, Canada.
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Mapping Oil and Gas Incidents in Alberta with Google Maps, JQuery, and PHP
Using Google Maps, JavaScript, JQuery, PHP, and MySQL I have created an iterative map for exploring historical oil and gas spill records in Alberta, Canada.
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Experimenting with EL wire: A Stickfigure Costume
Maker project - Home made Halloween stick figure costume using EL wire
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An Interactive Route Map for my Travel Blog
A google maps JavaScript API powered interactive travel map for my 2013 backpacking trip through Europe.
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Designing a secure(ish) login script with PHP and MySQL
Learning the basics of data bases and password hashing using PHP by re-inventing the login script.
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Arduino: Super Graphing Data Logger
An Arduino project that records and plots sensor data without an external web server! JavaScript plots delivered via minimal local web server and an ethernet shield.
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Has the world ended yet? A first attempt at web development
A toy PHP based web development project. If Google isn't working it's pretty much the end of the world, right?
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BeagleBone: Making a Home Media Server
How to turn a BeagleBone into Home Media Server NAS device. Powered by Ubuntu, rTorrent/ruTorrent, and Samba.
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Beaglebone: Making a Case
A home made cardboard case for my new BeagleBone single board computer.
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Terrarium! Nature in a Candy Jar.
I tried to grow moss in a candy jar. Instead I ended up with everything else but moss!
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Vetinari's Clock: A Clock that Ticks Irregularly
My implementation of Simon Inn's Vetinari clock. Using a microcontroller the clock ticks irregularly but maintains accurate time.
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Solar Powered Robot Bugs!
A microcontroller free solar powered autonomous robot based on BEAM robotics principles. Robotics kit sold by Solarbotics Ltd.
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Arduino Project: HTML to LCD
Arduino project implementing a simple web server to connect an html page and a physical LCD screen using the ethernet shield.