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aapi_georgia

aapi_pandemic_race

aequitas

Bias and Fairness Audit Toolkit

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

all-contributors

✨ Recognize all contributors, not just the ones who push code ✨

analyzing-archival-data

Analyzing archival data (replication data for the SAPD papaer)

appliedstats

:bar_chart: Methods of Applied Statistics Course Textbook Repository

asian_hate_misinformation

audit-ai

detect demographic differences in the output of machine learning models or other assessments

awesome-causality-algorithms

An index of algorithms for learning causality with data

bexxmodd

bias-mitigation-using-ai-fairness-360-algorithms

Mitigating Bias in the data using AI Fairness 360 state-of-the-art bias mitigating algorithms

bookdown-demo

A minimal book example using bookdown

bootstrapped

Generate bootstrapped confidence intervals for A/B testing in Python.

causalml

Uplift modeling and causal inference with machine learning algorithms

civic_data_science

civic_opportunity

Reproduction data for Civic Opportunity paper (de Vries, Kim, Han, 2022)

comp_thinking_social_science

Computational Thinking for Social Scientists book project

contested-identity

Analyzing list experiments

coronavirus

The coronavirus dataset

covid19antiasian

Investigating how COVID-19 shaped Anti-Asian Climate

create_resume

Create a resume using pagedown

csinva.github.io

Slides, paper notes, class notes, blog posts, and research on machine learning, statistics, and artificial intelligence.

data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

digital_data_collection_workshop

Digital Data Collection Workshop

estimatr

estimatr: Fast Estimators for Design-Based Inference

ethnic-media-911-shock

ethnic-media-ml-content-analsysis

excluder

Checks for Exclusion Criteria in Online Data

fastbook

Draft of the fastai book