GitHub - sunnivaolsrud/02466---Project-in-Artificial-Intelligence-and-Data-Science: Fagprojekt

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Name		Name	Last commit message	Last commit date
Latest commit History 95 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Images		Images
data		data
projektplan		projektplan
py		py
6374-equality-of-opportunity-in-supervised-learning.pdf		6374-equality-of-opportunity-in-supervised-learning.pdf
Cox with interaction term and independent variables.ipynb		Cox with interaction term and independent variables.ipynb
Forsoeg.py		Forsoeg.py
PoliceandPublicDiscourseBlackonBlackViolence.pdf		PoliceandPublicDiscourseBlackonBlackViolence.pdf
README		README
Verma.pdf		Verma.pdf
aasastegning.PNG		aasastegning.PNG
compas.db		compas.db
equality_of_opportunity_extended.pdf		equality_of_opportunity_extended.pdf
introdatametode_s183898_s183960_s183924.pdf		introdatametode_s183898_s183960_s183924.pdf
noter_fagprojekt.docx		noter_fagprojekt.docx
psychassessmentOlverSWLSmeta2014.pdf		psychassessmentOlverSWLSmeta2014.pdf
state_of_the_art.pdf		state_of_the_art.pdf

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                  Low  High
                 +---------+
Didn't Reoffend  |____|____|
Reoffended       |    |    |
                 +---------+


This repository contains a Jupyter notebook and data for the ProPublica story "Machine Bias."

Story:
https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing/

Methodology:
https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm/

Notebook (you'll probably want to follow along in the methodology):
https://github.com/propublica/compas-analysis/blob/master/Compas%20Analysis.ipynb

Main Dataset:
compas.db - a sqlite3 database containing criminal history, jail and prison time, demographics and COMPAS risk scores for defendants from Broward County.

Other files as needed for the analysis.