Steven Rouk's repositories
heroku-django
An instant script for creating a Django environment and deploying it to Heroku.
evolution-of-machine-learning
Using natural language processing techniques such as topic modeling to analyze the evolution of machine learning as a field, using ArXiv research paper descriptions as the dataset.
01-two-hour-app
Practicing creating web apps in only two hours! Attempt #1.
02-two-hour-app
The second in my two-hour app challenge. In this one, I create an automatic script for creating a Django dev environment and deploying it to Heroku.
03-two-hour-app
My third two-hour app, this time done in one hour because I was busy. Built a Bootstrap landing page template for my Django Heroku app.
100-ds-problems
100 Data Science Programming Problems
all-the-things
Resources for my personal learning!
andrew-ng-course
My notes for the Andrew Ng Coursera course on machine learning.
auto-sklearn
Automated Machine Learning with scikit-learn
CtCI-6th-Edition
Cracking the Coding Interview 6th Ed. Solutions
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
data-science-resources
All the resources you could ever want for doing data science.
docker-datasci-app-example
Application of a full Python data science application containerized in Docker.
docker-stacks
Ready-to-run Docker images containing Jupyter applications
first-contributions
🚀✨ Help beginners to contribute to open source projects
git-experiments
Experiments, guided by curiosity, are one of the absolute best ways to learn. In this repo, I'm conducting some git experiments with stash, merge, branching strategies, and more.
machine-learning-walkthrough
Full machine learning project walkthrough, based on the walkthrough in Hands-On Machine Learning by Aurélien Géron.
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
probability-distributions
Jupyter Notebook walkthroughs of statistical distributions and what they're good for.
recidivism-model
A very simple model of vegan recidivism for a blog post on Animal Movement Project.
scikit-learn
scikit-learn: machine learning in Python
simple-web-app
Working with Flask, Bootstrap, and EC2 on AWS.
social-network-graph-analysis
Looking for patterns in online communities using the Stanford SNAP "Social Network: Reddit Hyperlink Network" dataset.
stevens-helper-functions
A big ol' repo of helper functions of all kinds.