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Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.TwitterFollowBot
A Python bot that automates several actions on Twitter, such as following users and favoriting tweets.datacleaner
A Python tool that automatically cleans data sets and readies them for analysis.reddit-analysis
A Python script that parses post titles, self-texts, and comments on reddit and makes word clouds out of the word frequencies.optimal-roadtrip-usa
Contains maps for the article, "Computing the optimal road trip across the U.S." and similar articlessklearn-benchmarks
A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.python-data-visualization-course
Course materials for teaching data visualization in Python.reddit-twitter-bot
Looks up posts from reddit and automatically posts them on Twitter.name-age-calculator
Analyzes a name and guesses the age range of a person with that name.redditviz
An interactive map of reddit: the "front page of the internet"MarkovNetwork
Python implementation of Markov Networks for neural computing.ipython-notebook-workshop
Beginner's IPython Notebook Tutorialbaby-name-explorer
network-analysis-scripts
A bunch of useful scripts for analyzing networks.active-categorical-classifier
A tool that evolves small brains capable of scanning and classifying an image.k-fold-cv-benchmark
optimized-us-capitol-road-trip
crowd-machines
xrff2csv
A Python tool that converts XRFF files to CSV format.edd
A tool that evolves small brains capable of scanning and classifying an image.rhiever.github.io
Dr. Randal Olson's personal websiteCollective-Cognition-Increases-Accuracy
Code for the model in the paper, "Accurate decisions in an uncertain world: collective cognition increases true positives while decreasing false positives."rhiever-bot
Bot that monitors /r/MUWs and runs the MUW script.big-ten-twitter-network
Interactive visualization of the Big Ten football teams on Twitterbiped-hyperneat
ODE implementation of a walking biped robot with HyperNEAT evolving the neural controllerdissertation-topic-network
Dissertation topic networkbig-data-hw
Intro-to-Evolutionary-Modeling
Material for teaching biologists to work with digital evolutionary models.rmagic-tutorial
A brief tutorial showing how Rmagic can be used in IPython Notebook.marriage-divorce-stats
144 years of marriage and divorce in 1 chartEvoRoboCodeGECCO2013
Description of our EvoRoboCode competition submission to GECCO 2013.drug-alcohol-mentions
2014-01-30-mit
Software Carpentry bootcamp at Massachusetts Institute of Technology on January 30-31, 2014temp-repo
eos-old
Evolution of Swarming Platformipython-example
Example notebook showing how to do statistics in IPython Notebook.AMT-biped-analysis
eos-active-perception
EOS with agents who have to actively perceive the environment with a fine-grained retina.Love Open Source and this site? Check out how you can help us