amywinecoff

recsys-teaching

A repository for recommender systems teaching materials

AgentChoiceSim

ai-startups

Qualitative research study on how startups use artificial intelligence and machine learning

t-recs

A simulator for sociotechnical systems

amywinecoff.github.io

citp-sm-politics

ml-teaching

teaching resources for machine learning

visual-ethics

AppliedPredictiveModeling

:exclamation: This is a read-only mirror of the CRAN R package repository. AppliedPredictiveModeling — Functions and Data Sets for 'Applied Predictive Modeling'. Homepage: http://appliedpredictivemodeling.com/

barely_functional_psiturk

A barely functional experiment using jsPsych and psiTurk

baskeball-scraper

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-from-scratch

code for Data Science From Scratch book

ethics-workshops

EyeTribe_test

Experiment and analysis code to assess the usefulness of the EyeTribe tracker in psychological research.

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

heartrate

Scripts for extracting HR data

lkpy

Python recommendation toolkit

Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

markov-sentence-generator

Generates a random, locally-correct sentence using textual input and a Markov model.

neurosynth

Neurosynth core tools

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Python-for-Algorithms--Data-Structures--and-Interviews

Files for Udemy Course on Algorithms and Data Structures

sport-body-project

An analysis of how sport participation affects body perception

Surprise

A Python scikit for building and analyzing recommender systems

teaching-evaluations

twitter-sentiment-analysis

Video tutorial and accompanying output for conducting text sentiment analysis in Twitter

web3-study