Randy Olson

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 articles

sklearn-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.

MarkovNetwork. Python implementation of Markov Networks for neural computing.

redditviz. An interactive map of reddit: the "front page of the internet"

DataSciencePython. common data analysis and machine learning tasks using python

webstep-sklearn-quickstart. Scikit-learn quickstart tutorial for Webstep

ipython-notebook-workshop. Beginner's IPython Notebook Tutorial

baby-name-explorer. HTML

network-analysis-scripts. A bunch of useful scripts for analyzing networks.

awesome-automl-papers. A curated list of automated machine learning papers, articles, tutorials, slides and projects

active-categorical-classifier. A tool that evolves small brains capable of scanning and classifying an image.

dive-into-machine-learning. Dive into Machine Learning with ipython notebook and scikit-learn

k-fold-cv-benchmark. Python

webstep-sklearn-quickstart-2019. Scikit-learn quickstart tutorial for Webstep

optimized-us-capitol-road-trip. HTML

crowd-machines. Jupyter Notebook

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.

Collective-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."

scipy-2017-sklearn. Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

big-ten-twitter-network. Interactive visualization of the Big Ten football teams on Twitter

Intro-to-Evolutionary-Modeling. Material for teaching biologists to work with digital evolutionary models.

scikit-learn. scikit-learn: machine learning in Python

data. Data and code behind the stories and interactives at FiveThirtyEight

subway. JavaScript

matplotlib. matplotlib: plotting with Python

dissertation-topic-network. Dissertation topic network

rhiever-bot. Bot that monitors /r/MUWs and runs the MUW script.

sna. Reddit social network analysis

biped-hyperneat. ODE implementation of a walking biped robot with HyperNEAT evolving the neural controller

deap. Distributed Evolutionary Algorithms in Python

markdown-resume. Generate a responsive CSS3 and HTML5 resume with Markdown, with optional PDF output.

update_checker_app. Flask Application that provides the interface to the update_checker package.

QnAMarkup. QnA Markup editor and interpreter.

fast-symbolic-regression. Blazing fast symbolic regresison

seniority_list. seniority_list is an analytical tool used when seniority-based workgroups merge

openml-python. Python module to interface with OpenML

bc. Template for Software Carpentry bootcamp site repository.

scipy_2015_sklearn_tutorial. Scikit-Learn tutorial material for Scipy 2015

temp-repo. HTML

2014-07-08-stonybrook. Python

AMT-tune-analysis.

streamlit-cookies-manager. Access and change cookies from your Streamlit script

eos-old. Evolution of Swarming Platform