Megan O'Rorke's repositories
case-study-fraud-detection
Fraud Case Study Challenge: Given historical data, create a web based front-end with machine learning back-end to enable quick triage of potential new fraud. Classify transactions as high, medium or low risk.
snowpeopleApp
Interactive deep learning CNN image classifier that identifies the friendly snowman Olaf and the abominable snowman.
2016-election
Analysis of vote patterns
churn_case_study
Predict Customer Churn - Case Study Team Project
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
storytelling
Test potential of supervised ML models for fiction & film industries. Successfully predicted next events in story via random forest model.
food
Analysis of ingredient relationships of food genome’s 1 million recipes. Uses ingredient intersection across courses for cooks to save time and money.
case-study-recommender-1
Joke Recommender Case Study
course-v3
The 3rd edition of course.fast.ai
Covid-19-Health-Equity-Resources
Resources that target health equity and accessibility during Covid-19
covid19_datathon
Group project in association with MIT's COVID-19 Datathon
DataFrameEstimatorWrapper
Custom and wrapper classes for estimators, pipelines and feature union in sklearn to support pandas dataframes.
deep-learning
Class with Lukas
deeplearning-digitalocean
Hosting a cnn deep learning model with digital ocean.
DS-SF-30
Course materials for General Assembly's Data Science course in San Francisco (12/6/16 - 2/21/17)
fastai-v3
Starter app for fastai v3 model deployment on Render
fastbook
Draft of the fastai book
image-classifier-larger-model
Extending the snowpeople app to use larger model files and still render them with Binder.
lovecopter
Cupid gets 21st century
megano
My custom profile
memory_template_lab
A memory game where you try to match 2 cards.
modernomad
manage multi-use community houses: members, guests, events.
rmbr
A game to help you remember names and faces.
uc-san-diego-thesis
This repo is a reference for thesis work: Computer Vision, Empathy and Lie Detection in collaboration w/Machine Perception Lab.