/fatml-pydata

Code and documentation for my PyData talk on fairness in machine learning

Primary LanguageJupyter Notebook

Fairness And Transparency in Machine Learning

This is the documentation of my talk on fairness and transparency in machine learning that I gave at PyData Berlin in 2016. Please bear with me while I clean up the code and data, if you have questions please don't hesitate to contact me (contact info here: https://7scientists.com/contact).

Data Sets

For the talk, I used a publicly available data set from the NYC Police Department, which can be downloaded here:

http://www1.nyc.gov/site/nypd/stats/reports-analysis/stopfrisk.page