Name: cincinnati2015-public
Owner: Data Science for Social Good
Description: Predicting blight in Cincinnati
Created: 2015-08-27 21:18:39.0
Updated: 2017-06-27 15:11:12.0
Pushed: 2017-04-20 19:24:59.0
Homepage: null
Size: 342
Language: Python
GitHub Committers
User | Most Recent Commit | # Commits |
---|
Other Committers
User | Most Recent Commit | # Commits |
---|
Note: This repository reflects the work completed during the summer of 2015. To see the continuation of the project, please visit the current repo.
First settled in 1788, Cincinnati is one of the oldest American cities west of the original colonies. Today, the city struggles with aging home stock, stifling economic redevelopment in some neighborhoods.
DSSG is working with the City of Cincinnati to identify properties at risk of code violations or abandonment. We hope that early intervention strategies can prevent further damage and stimulate neighborhood revitalization. Read more about our project here.
git clone https://github.com/dssg/cincinnati2015-public.git
cd cincinnati2015-public
conda create -n "cincinnati" --yes --file requirements.conda python=2.7
source activate cincinnati
cp dbconfig.sample dbconfig.py
update database configuration in dbconfig.py
… see the etl directory
… see the blight_risk_prediction directory
mkdir results
mkdir predictions
edit default.yaml (options are documented in default.yaml)
python -m blight_risk_prediction/model
Each model run produces a pickle file which contains:
These output files include a timestamp in their filename such that they will not be accidentally overwritten. These files can be used with the evaluation web application in evaluation
.