coultonf Goto Github PK

building-segmentation-for-disaster-resilience

The final project result as submitted for CMPT 733 in Simon Fraser University's Master of Computer Science, Big Data Program.

building-segmentation-using-aerial-drone-imagery

Project source for the Medium article.

cairn

Alberta Outdoors Data Aggregator #JavaScript #Python #Docker #Django #React #Postgres #Scrapy

cmpt733

Explain Data and Interpretable Machine Learning

comp3504_csharpship

Programming 4 Project - Weather App

comp3512_asg2

Web 2 - Final Assignment.

coultonf

database-2-oracle-star-schema

A star schema built using oracle DB engine to represent a class example of a data warehouse.

dotfiles

dpcnn-text-categorizaiton-pypi-implementation

High performing CNN architecture that follows a deep pyramid design for text categorization. Course project for NLP class at SFU. CMPT 825 - Natural Language Processing.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

fraser-ever-after

Wedding RSVP Website

kagglechristmascomp2020

Entry into the Kaggle Competition https://www.kaggle.com/c/santa-2020

latex-homework-class

A class for homework assignments written in LaTeX.

loopworkspace

me

Just some things I make in my free time for fun.

microwavetoaster

Potatoes

ms-sql-database-excel-vba-application

An Excel based Visual Basic project that connects to a Microsoft SQL Server database, and is able to manage the data through interfaces developed through Visual Basic for applications.

myportfolio

The code behind my website.

natural-language-processing-coursework

This course examines the theoretical and applied problems of constructing and modelling systems, which aim to extract and represent the meaning of natural language sentences or of whole discourses, but drawing on contributions from the fields of linguistics, cognitive psychology, artificial intelligence and computing science.

nodejs--web3-goodthings

MRU Web Dev. 3 – Node.js, Polymer, MongoDB, and Express Web App that connects volunteers in Calgary with charities.

nvim

Nvim config

phonetic-translator-using-lstm-networks-in-keras

A encoder-decoder LSTM network that uses english dictionary spelling and IPA data to generate pronounciations of unknown words.

plantseedlingsclassifier

Tensorflow entry to a kaggle data science research project.

recipe-testing-app---ios

Just a testing app to learn the fundamentals of iOS development with swift.

rest-api-using-flask-on-aws-distributed-system

Developed in under 3 weeks during final semester at SFU. Flask REST API for a demo online store deployable through Minikube or AWS Microservices mesh and DynamoDB load tested on Gatlng.io. Single automatic deployment using Makefile execution.

stat-652-classification-project

STAT 652 Classification Project

statistical-learning-a1

Topics: Regression Modelling, Evaluating Models, Classical Variable Selections, Modern Methods of Variable Selection, Dimension Reduction, Step Functions, Basis & Spline Functions, Smoothing Splines, Generalized Additive Models, Projection Pursuit Regression, Neural Nets, Regression Trees, Ensembles.

statistical-learning-a2

Topics: Classification Models, Regression Trees, Random Forest, Logistic Regression Neural Nets, LDA QDA, Support Vector Machines

vscode-config

My preferred VS Code preferences.