lorenh516
Passionate about using data and tech to address social disparities and help cities and companies work smarter, not harder.
Chicago, IL
Pinned Repositories
aequitas
Bias Auditing & Fair ML Toolkit
411-on-311
Exploratory analysis and predictive models of how Chicago's neighborhoods interact with the City's 311 service requests.
chicago-community-investment
An exploration of the movement of public funds distribution over time throughout Chicago communities
exploration_311
Exploration of Chicago 311 service request data on graffiti removal, abandoned buildings, and ally lights out for Rayid Ghani's Spring 2018 machine learning course.
financial_distress
ML Pipeline + Exploration of credit data
life_of_pii
Python-based CLI utility to parse ASCII text to identify and extract personally identifiable information (PII)
movement-chicago
Interactive comparison of geographic and income mobility for Chicagoans during and post-Great Recession.
no_hate_all_love
Natural language processing and machine learning to classify hate speech using NLTK, Pytorch, scikit-learn
ny_stop_and_frisk
Analysis and mapping of NY Stop, Question, aand Frisk data from 2008 to 2017.
predicting_excitement
Machine learning predictions on whether projects listed on DonorsChoose.org will reach full funding using scikit-learn.
lorenh516's Repositories
lorenh516/chicago-community-investment
An exploration of the movement of public funds distribution over time throughout Chicago communities
lorenh516/ny_stop_and_frisk
Analysis and mapping of NY Stop, Question, aand Frisk data from 2008 to 2017.
lorenh516/411-on-311
Exploratory analysis and predictive models of how Chicago's neighborhoods interact with the City's 311 service requests.
lorenh516/exploration_311
Exploration of Chicago 311 service request data on graffiti removal, abandoned buildings, and ally lights out for Rayid Ghani's Spring 2018 machine learning course.
lorenh516/financial_distress
ML Pipeline + Exploration of credit data
lorenh516/keras
Deep Learning for humans
lorenh516/life_of_pii
Python-based CLI utility to parse ASCII text to identify and extract personally identifiable information (PII)
lorenh516/movement-chicago
Interactive comparison of geographic and income mobility for Chicagoans during and post-Great Recession.
lorenh516/no_hate_all_love
Natural language processing and machine learning to classify hate speech using NLTK, Pytorch, scikit-learn
lorenh516/predicting_excitement
Machine learning predictions on whether projects listed on DonorsChoose.org will reach full funding using scikit-learn.
lorenh516/learn-co-sandbox
lorenh516/lorenh516.github.io
lorenh516/open-data
DB-free open data application
lorenh516/rdcep-dataviz-bootcamp
lorenh516/snake_game
JS Snake Game
lorenh516/spacemacs
A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!
lorenh516/squarify
Pure Python implementation of the squarify treemap layout algorithm
lorenh516/SSC
SouthSideCivic website html