theechris / predicting_ckd

Predicting the hyper-local prevalence of chronic kidney disease with stochastic gradient boosting

Hi, I’m Chris Lynch 👋

I'm a data scientist working in the government sector (public health and health care)

• 👀 I’m interested in improving public and health services through data-driven products, systems optimization, and good old fashioned statistical analysis.
• 🌱 I’m currently learning how to integrate mlflow into our data science workflow.
• 💞️ I’m looking to collaborate on projects for the greater good.
• ☕ When I'm not coding, you can find me hanging out with my family, gardening, drawing, messing with circuits, woodworking, and still playing guitar poorly after all these years

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Let's Connect! 🔗

 

predicting_ckd's Issues

add requirements.txt

eliminate magic numbers

There are several hard-coded numbers. Replace these as function parameters.

add county census tract visualization

create a function to show CKD prevalence in a choropleth map given a particular county